simglmsim_arguments <- list(
propensity = list(
formula = trt ~ 1 + age + ses,
fixed = list(age = list(var_type = 'ordinal',
levels = -7:7),
ses = list(var_type = 'continuous',
mean = 0, sd = 5)),
sample_size = 1000,
error = list(variance = 5),
reg_weights = c(2, 0.3, 0.15),
outcome_type = 'binary'
)
)
prop_data <- simulate_propensity(sim_arguments)
# prop_data |> ggformula::gf_density(~ ses, fill = ~factor(trt))
# prop_data |> ggformula::gf_density(~ age, fill = ~factor(trt))sim_arguments <- list(
formula = achievement ~ 1 + motivation + trt + age + ses,
fixed = list(
motivation = list(var_type = 'continuous',
mean = 0, sd = 20)
),
sample_size = 1000,
error = list(variance = 10),
reg_weights = c(50, 0.4, 1.2, 0.1, 0.25),
propensity = list(
formula = trt ~ 1 + age + ses,
fixed = list(age = list(var_type = 'ordinal',
levels = -7:7),
ses = list(var_type = 'continuous',
mean = 0, sd = 5)),
sample_size = 1000,
error = list(variance = 5),
reg_weights = c(2, 0.3, -0.5),
outcome_type = 'binary'
)
)
simulate_fixed(data = NULL, sim_args = sim_arguments) |>
simulate_error(sim_args = sim_arguments) |>
generate_response(sim_arguments)## X.Intercept. motivation trt age ses level1_id error
## 1 1 -17.06007291 1 -6 0.411633582 1 -2.346970613
## 2 1 -19.01959154 1 -2 6.180074213 2 2.501944127
## 3 1 -10.92383683 1 0 0.095653606 3 -0.296136580
## 4 1 4.77193953 0 -5 -1.724214258 4 -0.413358510
## 5 1 0.02913370 1 -5 -3.190478368 5 -0.453299920
## 6 1 -10.77325502 0 -7 3.227686978 6 2.406651215
## 7 1 1.58545256 1 6 -0.302063674 7 1.118794819
## 8 1 0.12208378 1 -4 5.817219995 8 -1.807236053
## 9 1 12.03655627 1 0 -7.516965166 9 0.658753342
## 10 1 4.25097709 0 2 4.121449815 10 4.814742962
## 11 1 7.42628461 1 -2 -6.240166889 11 -0.212012838
## 12 1 -21.55276403 0 -7 4.738099963 12 -2.576083179
## 13 1 25.18328492 1 -4 -12.973478278 13 0.039950695
## 14 1 2.95361127 1 2 -5.779254407 14 -3.092212729
## 15 1 28.92852713 1 -4 -1.858646830 15 2.162959947
## 16 1 11.55312342 1 -5 5.847102208 16 8.062795768
## 17 1 -11.56476838 0 -7 8.492911908 17 -5.980369584
## 18 1 -22.22889362 1 0 -5.228777667 18 2.847084388
## 19 1 2.09809490 1 7 -1.288688904 19 4.714241677
## 20 1 -4.97659035 1 -1 -3.663704643 20 3.356905009
## 21 1 26.51133451 1 1 -2.386316339 21 2.970201749
## 22 1 24.89321301 0 -2 -0.916385623 22 3.368870617
## 23 1 4.78016024 1 6 -3.536262751 23 3.521280426
## 24 1 32.16449517 1 0 -1.404485028 24 0.582200975
## 25 1 -23.83676311 0 2 9.205979777 25 -2.598365174
## 26 1 -44.37053082 1 6 6.330059741 26 6.108526954
## 27 1 16.03992117 1 7 -3.771127158 27 2.613219241
## 28 1 11.40452373 1 5 -2.737337723 28 4.992371574
## 29 1 -34.78403158 1 1 1.688785837 29 6.695894450
## 30 1 36.64506743 1 5 0.703885759 30 1.089976385
## 31 1 6.43795623 1 3 5.834076866 31 4.560294210
## 32 1 1.63605307 1 -1 2.351135678 32 0.151077229
## 33 1 -46.56352184 1 -2 -10.407141192 33 3.669903420
## 34 1 -4.85981203 1 1 -4.696594308 34 -0.945591930
## 35 1 -6.61809143 1 6 -2.937970160 35 -3.193291911
## 36 1 -0.44721834 0 -7 -0.618192852 36 -1.661786426
## 37 1 23.54322059 1 7 -5.241490849 37 -5.728161618
## 38 1 25.99499124 1 6 0.206475655 38 1.885657172
## 39 1 0.96104027 1 -7 -1.378620334 39 -6.282089361
## 40 1 -8.33322860 1 -7 -4.117158380 40 3.059593113
## 41 1 32.62582966 0 -2 2.753405994 41 -9.563454305
## 42 1 -6.29215290 1 5 1.529109661 42 -2.376632236
## 43 1 -10.78178692 1 -7 -4.114235989 43 -3.036204898
## 44 1 -18.24668443 1 6 3.446047187 44 1.255815555
## 45 1 12.71696014 1 0 0.096045578 45 0.399001453
## 46 1 5.42533329 0 -7 3.109649924 46 -4.041966392
## 47 1 -35.79107060 1 -7 -7.370887417 47 -0.824018925
## 48 1 11.78509352 0 7 6.110983696 48 -5.486737848
## 49 1 -7.73569666 1 -4 0.275220708 49 -3.974348292
## 50 1 -20.99291279 1 -2 -13.896374998 50 1.063162598
## 51 1 17.91741111 1 -2 -3.242798196 51 7.613507995
## 52 1 -29.97681138 0 -6 -1.181769700 52 -0.017398444
## 53 1 14.88302227 0 -4 2.124605218 53 3.699330480
## 54 1 1.71890552 1 0 1.189151565 54 -3.090756649
## 55 1 -3.55120373 0 -2 2.278935296 55 -3.019017746
## 56 1 12.86843126 1 -7 -8.862078251 56 2.979597839
## 57 1 25.72308996 1 -5 -0.547532430 57 0.344797979
## 58 1 -14.81326191 0 -3 6.696564842 58 -0.626070481
## 59 1 -0.43922935 1 7 -0.387268866 59 -0.451289529
## 60 1 -21.14718087 1 5 -6.619174186 60 2.003798169
## 61 1 -1.55824740 1 5 6.231409011 61 1.463099812
## 62 1 -12.56732840 1 1 2.497064066 62 -2.499844196
## 63 1 1.79071236 0 -2 0.876794531 63 0.141072284
## 64 1 4.16869208 0 -2 6.430864382 64 8.788064906
## 65 1 12.09704462 0 -4 -1.774035018 65 -3.185848448
## 66 1 13.29212253 0 1 7.074858788 66 -0.514116572
## 67 1 26.33392979 0 -7 10.072243294 67 2.956183581
## 68 1 6.88611739 1 3 -6.570385795 68 1.459297257
## 69 1 17.48116136 1 1 -2.611308171 69 7.623745788
## 70 1 32.04654991 1 6 -0.131531671 70 0.813891538
## 71 1 -9.07517525 1 0 2.353782561 71 -3.451264375
## 72 1 -12.50456583 1 -5 -4.565633388 72 2.344184792
## 73 1 -18.17150146 0 -5 -1.916116226 73 4.250989350
## 74 1 17.18561916 0 -5 10.743177031 74 -1.052063559
## 75 1 -15.17268739 1 7 3.905018767 75 -0.871465129
## 76 1 -13.74667198 1 0 -6.890451030 76 3.611455313
## 77 1 0.41025746 0 1 6.382309916 77 0.545850027
## 78 1 43.70575881 0 -6 2.752974318 78 1.057345503
## 79 1 -32.36297589 1 4 -2.071028117 79 -0.377627079
## 80 1 -13.23113423 1 -5 0.129305649 80 -0.815074072
## 81 1 3.10170774 1 3 -0.615312423 81 -2.597113343
## 82 1 15.48502664 0 4 5.595881401 82 -2.255813651
## 83 1 -3.59933010 0 -3 2.445430490 83 7.131258952
## 84 1 -6.08945310 0 -5 2.317206720 84 -3.984528180
## 85 1 -7.65983682 0 1 3.351105993 85 1.815890610
## 86 1 15.96937093 1 6 -1.594485413 86 -1.981815653
## 87 1 0.72649752 1 4 -1.602452011 87 1.124220193
## 88 1 -22.66907826 1 1 1.071422507 88 4.536084364
## 89 1 -27.89226714 0 -3 5.106062741 89 4.006804675
## 90 1 -1.98324924 1 7 -3.127594745 90 -0.264100914
## 91 1 -7.22042116 0 -2 1.268699491 91 -2.240064380
## 92 1 -12.01360126 1 -6 -7.307448949 92 -2.786957380
## 93 1 12.94285917 1 -5 -5.637048023 93 -7.743717223
## 94 1 18.84865986 1 -4 -2.919432521 94 -3.069249903
## 95 1 -10.88225829 1 1 6.466402588 95 -3.049435870
## 96 1 1.37446968 1 0 -5.216401136 96 -1.278406550
## 97 1 -2.49505394 1 4 -3.892325100 97 -2.335344899
## 98 1 28.59463297 1 -2 -2.575107283 98 4.441912853
## 99 1 3.47515631 0 -6 3.356477152 99 4.111234242
## 100 1 -17.30684737 1 -5 -1.338329810 100 -5.397412842
## 101 1 -46.82357631 1 6 3.498799246 101 2.716237999
## 102 1 -16.88223476 1 4 -2.907372636 102 -7.014809518
## 103 1 -6.06678118 0 -3 -2.078382963 103 -0.737323520
## 104 1 -21.83785254 0 2 4.340847125 104 4.167480156
## 105 1 -8.21888718 0 4 6.566755575 105 5.359966068
## 106 1 5.74908936 1 2 6.146376258 106 3.843856673
## 107 1 -16.54531420 1 5 -8.320767768 107 3.898441180
## 108 1 -5.79345066 1 1 0.872083576 108 -0.470878398
## 109 1 6.88316417 1 -1 1.064830299 109 0.048435645
## 110 1 -2.36907485 1 7 7.642889018 110 1.359923864
## 111 1 -25.45526036 1 -4 -4.175334331 111 0.075019651
## 112 1 14.87506349 0 7 -1.117081685 112 1.290320035
## 113 1 -3.97217020 1 5 1.931841356 113 2.618162724
## 114 1 -18.25504833 1 3 1.941060108 114 -0.518235387
## 115 1 -6.08382250 1 -7 -8.499603661 115 -0.401090858
## 116 1 3.11771876 0 -1 1.626387077 116 5.153732341
## 117 1 32.95137712 1 2 -0.679586355 117 7.772760525
## 118 1 20.00352317 1 -4 0.113740057 118 -2.706087607
## 119 1 -52.57372837 1 -3 10.096728216 119 -4.714105265
## 120 1 -6.86824579 1 6 3.091976492 120 -0.788338694
## 121 1 8.40321707 1 1 -2.507601873 121 -2.892590843
## 122 1 -26.26502910 0 -5 5.099635316 122 5.454238415
## 123 1 -0.30493132 0 -7 1.566627914 123 -8.350831268
## 124 1 4.46118508 1 -2 -0.130277847 124 2.299385573
## 125 1 -8.72844414 1 6 -3.369071400 125 0.380225291
## 126 1 -25.82611727 0 7 5.110809431 126 -0.308218323
## 127 1 -37.63051666 1 3 5.014978147 127 -4.085283157
## 128 1 21.18641227 0 -1 3.201160601 128 -4.505308020
## 129 1 -8.27375776 0 3 0.856993460 129 -1.187222211
## 130 1 10.95288374 0 -2 -3.796255515 130 -0.920511447
## 131 1 24.25870084 1 7 -0.582851137 131 -3.250071215
## 132 1 17.65274225 1 -4 -0.402775642 132 -1.972735522
## 133 1 15.40442648 1 -5 0.093366298 133 1.428436464
## 134 1 46.81463278 0 -7 4.050169432 134 4.024213055
## 135 1 2.54596502 0 3 2.829333227 135 0.417905053
## 136 1 -11.08886898 1 0 -5.439603897 136 3.018773027
## 137 1 -23.83004135 1 -5 -8.105643360 137 -1.992632262
## 138 1 -14.00102247 0 -5 -4.223369911 138 2.346791208
## 139 1 19.57844203 1 -2 1.146010075 139 -2.413163848
## 140 1 -7.03523916 1 -4 0.295742335 140 3.828436006
## 141 1 3.55896867 1 -2 -4.113138491 141 3.189198552
## 142 1 17.50128121 1 -5 -4.447854248 142 3.415455171
## 143 1 -30.49719597 1 -4 0.798998865 143 -3.812486018
## 144 1 4.53003661 0 -7 -0.827934891 144 0.689247789
## 145 1 15.11406108 1 5 2.902295849 145 2.456725404
## 146 1 -13.06023307 1 7 7.463619426 146 -1.196429294
## 147 1 53.44823400 1 -2 0.569546614 147 -2.800007419
## 148 1 -8.29169813 1 -3 -8.540241195 148 -2.992878447
## 149 1 -47.36504055 1 0 9.052710852 149 2.081813566
## 150 1 -14.20212379 0 -2 -0.426142392 150 -3.366713747
## 151 1 3.05803363 1 -3 -8.686117463 151 -4.176790681
## 152 1 26.99755893 1 0 -9.475063374 152 -0.329562391
## 153 1 -23.77857159 1 6 4.385896735 153 1.071572402
## 154 1 15.17829224 1 5 -2.557173163 154 0.446880792
## 155 1 -24.41884658 0 7 8.553292337 155 -0.818702719
## 156 1 -8.20914351 1 5 -1.965764562 156 -3.202517842
## 157 1 41.83776593 1 -4 -2.353302177 157 0.786285921
## 158 1 -8.18395332 0 5 4.181205131 158 -5.387656027
## 159 1 3.79711948 1 2 -2.401645694 159 3.840242001
## 160 1 5.64900808 0 -3 3.482424638 160 3.055512006
## 161 1 -18.89349348 1 5 -2.201990502 161 0.894895300
## 162 1 -9.67396187 1 0 -9.356625204 162 -4.885685527
## 163 1 56.02964001 1 -4 -3.684585219 163 0.005562905
## 164 1 -7.22589326 0 -1 5.391087683 164 1.995854958
## 165 1 -3.61568101 0 -4 -1.801685993 165 0.866277012
## 166 1 -3.15761583 1 4 -4.980748849 166 -5.724175780
## 167 1 5.65241224 0 -7 -1.498618469 167 3.038239613
## 168 1 -19.85125952 1 -6 2.098149578 168 -4.801501951
## 169 1 -2.31869980 1 -2 -4.416393764 169 -0.970658837
## 170 1 -15.20146534 0 -4 1.025677512 170 3.339499667
## 171 1 5.69192240 1 5 -0.914204959 171 -2.293400771
## 172 1 11.16717475 1 2 0.337324604 172 3.339335140
## 173 1 9.77298844 1 0 -9.891945653 173 0.701536970
## 174 1 7.03901646 0 -4 4.814212861 174 3.838491687
## 175 1 9.68193613 1 3 -5.506054471 175 -3.033577767
## 176 1 -33.61939487 1 4 5.502594844 176 3.627627650
## 177 1 -1.86202968 1 -1 -1.998146181 177 1.445831764
## 178 1 0.05995772 0 -1 10.053586517 178 1.303448956
## 179 1 -21.24681724 1 3 1.629514695 179 -1.388486924
## 180 1 -7.27206542 0 -4 2.821769159 180 -0.538683083
## 181 1 21.61618545 1 -4 -5.507463510 181 -1.132972318
## 182 1 13.31504310 1 2 5.674681702 182 1.533435162
## 183 1 0.50527005 1 -6 -0.088964680 183 -0.432110495
## 184 1 -16.28678354 0 7 2.893196504 184 4.097129873
## 185 1 1.12846732 1 -1 -6.607055638 185 1.233122632
## 186 1 5.66680525 1 5 -9.458393406 186 -1.543902827
## 187 1 -2.11155684 1 -5 0.951652874 187 -2.724493664
## 188 1 12.59934423 1 4 -0.032429317 188 -2.381927818
## 189 1 -12.06167458 1 2 4.946311645 189 0.234310450
## 190 1 -25.02374222 1 6 -6.779424185 190 -2.388091373
## 191 1 4.05957698 0 -4 6.400124520 191 1.436282902
## 192 1 -12.43832959 0 -1 4.971377598 192 4.175270114
## 193 1 10.76261659 1 3 2.139215052 193 0.275728334
## 194 1 -23.88350661 1 7 6.012373044 194 -0.488022263
## 195 1 16.80590514 0 -1 2.413310285 195 -3.880115862
## 196 1 10.67773147 1 -3 -2.362554707 196 0.919167948
## 197 1 22.10397324 0 0 10.776453807 197 -0.063959431
## 198 1 22.76334294 0 -3 0.071737842 198 2.182217729
## 199 1 9.43220472 0 -7 2.261762598 199 3.495302218
## 200 1 1.01522357 1 -4 -8.170578136 200 2.855888433
## 201 1 23.28168855 1 -7 -3.195843488 201 1.009276345
## 202 1 -16.41155765 1 -4 -4.197740752 202 -0.407483014
## 203 1 9.74831933 1 -3 0.146125030 203 -4.111584392
## 204 1 5.53220717 0 -2 0.019109043 204 0.705502302
## 205 1 -3.98672001 1 0 -6.516813111 205 0.581537478
## 206 1 -15.92249510 1 -1 -2.186928658 206 0.868889151
## 207 1 2.91938978 1 -5 -6.051447493 207 2.362253553
## 208 1 -16.52696981 1 0 -0.494101016 208 -1.187034277
## 209 1 10.61743512 0 4 -0.892389890 209 1.303157520
## 210 1 37.89907071 0 -3 1.084595511 210 3.103050217
## 211 1 15.51945472 0 3 5.677236449 211 -0.801021936
## 212 1 -14.40177840 1 5 -0.054351969 212 -0.621631429
## 213 1 20.35286182 0 -4 -6.135256690 213 0.546786374
## 214 1 39.87251708 0 -3 -1.076441825 214 2.035652214
## 215 1 -1.27035303 1 -1 -6.896584560 215 -1.997659794
## 216 1 -9.51053357 0 -1 2.050182530 216 0.437801713
## 217 1 -6.34402834 0 -4 6.479786999 217 -0.032870060
## 218 1 16.44219069 0 -5 3.045947399 218 0.918494917
## 219 1 5.33329179 0 -6 2.886678861 219 -5.560790210
## 220 1 15.37985921 1 3 4.159372384 220 -5.567237484
## 221 1 -30.93289954 1 3 15.703672151 221 7.926822322
## 222 1 61.18523387 0 -6 -9.431577182 222 -0.192927002
## 223 1 -34.89463400 1 -3 3.580765360 223 2.416848819
## 224 1 12.80982275 0 4 -1.625800732 224 4.282808974
## 225 1 -3.33110534 0 -7 8.425824509 225 -7.314050595
## 226 1 23.57817082 1 4 5.259935339 226 -2.035991095
## 227 1 -0.06313529 0 -5 11.155475917 227 -4.080447083
## 228 1 2.06753323 1 -7 -4.929106203 228 0.427365736
## 229 1 9.04640660 1 -5 -2.831372021 229 -2.053940638
## 230 1 -31.36417258 0 3 3.527599090 230 -0.633893718
## 231 1 -32.25550575 1 3 1.519732447 231 2.297296190
## 232 1 -27.78738488 0 -3 6.100444578 232 6.520945097
## 233 1 32.19088594 1 4 2.739962818 233 -1.711146346
## 234 1 13.34145622 0 -2 6.165522748 234 -0.985525588
## 235 1 16.81218042 0 -4 -1.153368525 235 6.057068809
## 236 1 19.96395601 0 -6 6.634320944 236 -0.288322255
## 237 1 -4.39132034 1 5 -0.104231358 237 2.477452732
## 238 1 -2.52101979 0 -1 6.623144126 238 3.116268220
## 239 1 -17.89612993 1 -1 -0.758401232 239 3.020514678
## 240 1 -5.77594997 1 -5 -5.243466789 240 -2.488313666
## 241 1 18.32244283 1 5 2.880266029 241 5.766659033
## 242 1 -14.71174946 1 2 -1.782491149 242 -2.347148788
## 243 1 9.46464104 1 -1 -6.616212717 243 -0.512171542
## 244 1 -3.85179279 1 2 -8.165892590 244 0.939219541
## 245 1 14.58835687 1 -6 -10.853890695 245 -1.926983288
## 246 1 25.75038743 0 -6 2.812865115 246 1.262648074
## 247 1 15.75221271 0 -3 4.099949816 247 -0.691181009
## 248 1 0.94005414 0 1 -1.894801910 248 -2.207038204
## 249 1 9.01776834 1 7 -2.453415811 249 -5.006821975
## 250 1 5.99208890 0 -1 5.024552913 250 -0.278143294
## 251 1 -0.52933587 1 -2 1.570652941 251 1.815707552
## 252 1 25.94651039 0 -5 3.395745996 252 -2.635894805
## 253 1 6.68986965 1 -4 2.287869778 253 -2.245859110
## 254 1 27.12527582 1 6 3.665149312 254 1.412616360
## 255 1 1.61236394 1 -4 0.759259058 255 4.486660525
## 256 1 -20.53780166 1 -1 -6.791103285 256 2.469510563
## 257 1 3.62262656 1 2 1.137904608 257 2.389097989
## 258 1 3.94809758 1 -3 -1.888649673 258 0.021755581
## 259 1 8.90903435 1 -2 4.557984591 259 -0.395942555
## 260 1 14.00374030 1 2 0.198980427 260 3.548068531
## 261 1 -7.84782468 1 -2 -0.628443946 261 0.085184217
## 262 1 -0.56408345 1 5 -0.060589586 262 1.446122817
## 263 1 -5.18993566 0 -1 2.337169677 263 -0.224504621
## 264 1 1.72972390 1 5 4.198596596 264 -0.854699085
## 265 1 -4.93997682 1 3 -1.331250023 265 -0.438029174
## 266 1 -1.75084922 1 5 1.553853793 266 -1.025911728
## 267 1 3.35187628 1 0 -1.072664089 267 -3.896856939
## 268 1 7.89514750 1 -3 2.450603894 268 0.591911683
## 269 1 -44.23478628 1 -6 -6.289121522 269 -5.986635391
## 270 1 -14.74839395 1 2 4.279074299 270 -4.031113341
## 271 1 -8.72894344 1 2 0.781524294 271 2.520258802
## 272 1 29.46188991 0 -7 -1.190854142 272 -6.527357789
## 273 1 8.19036330 1 1 -12.098230891 273 3.207355291
## 274 1 -15.23814126 1 5 -10.182652707 274 -2.037634751
## 275 1 1.59239563 1 2 -3.771241186 275 0.529766780
## 276 1 -55.88288332 0 -6 -6.278685310 276 1.494412758
## 277 1 14.50934073 1 -5 3.279551447 277 0.783803942
## 278 1 -9.25942679 1 5 -2.090673110 278 3.224129783
## 279 1 36.23839524 1 6 -4.964968207 279 1.884925434
## 280 1 -5.39379369 1 -6 1.970901429 280 -1.149793210
## 281 1 7.53537598 1 4 -3.789908138 281 -0.376605827
## 282 1 35.16071083 1 7 0.964601164 282 1.152406053
## 283 1 -24.83915843 0 -7 7.559257536 283 -2.870890169
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## 987 1 -28.68321031 0 -7 2.785779198 987 6.800679146
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## 997 1 6.99372067 1 1 -3.928963422 997 0.891777280
## 998 1 -2.23899086 1 -1 0.059474728 998 3.423970228
## 999 1 27.53994761 0 -5 -2.592316269 999 -2.154822465
## 1000 1 -14.78872592 1 -6 -2.745968851 1000 2.123465566
## fixed_outcome random_effects achievement
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## 917 48.21595 0 45.90700
## 918 57.72560 0 55.70715
## 919 71.53754 0 64.24842
## 920 48.11934 0 50.42420
## 921 39.28178 0 45.47474
## 922 48.00311 0 48.61132
## 923 55.76765 0 52.93064
## 924 53.50631 0 56.14085
## 925 47.61913 0 45.16332
## 926 39.05233 0 33.32932
## 927 62.35229 0 62.57178
## 928 58.36502 0 57.98388
## 929 71.55185 0 73.60944
## 930 48.89578 0 45.46022
## 931 41.90595 0 44.23653
## 932 56.67668 0 57.58196
## 933 54.68642 0 57.08063
## 934 42.25540 0 38.52593
## 935 44.01088 0 42.92407
## 936 56.24325 0 53.73097
## 937 54.00141 0 50.24360
## 938 38.37592 0 43.02545
## 939 46.52390 0 46.63720
## 940 48.55342 0 54.07660
## 941 51.89341 0 52.80807
## 942 65.79077 0 62.34759
## 943 67.45728 0 70.66435
## 944 59.77630 0 58.72612
## 945 45.96403 0 43.46893
## 946 51.60141 0 50.93125
## 947 42.79228 0 43.98814
## 948 62.89486 0 58.79449
## 949 52.26436 0 51.39805
## 950 43.30789 0 41.29523
## 951 65.27213 0 66.41391
## 952 43.95271 0 41.76346
## 953 43.60231 0 39.25195
## 954 51.17637 0 52.57394
## 955 71.34183 0 65.73524
## 956 55.74436 0 57.64728
## 957 56.35760 0 52.96115
## 958 47.33384 0 51.46722
## 959 61.62360 0 58.81584
## 960 57.62720 0 53.87284
## 961 46.56581 0 39.11220
## 962 57.56991 0 58.56407
## 963 52.27215 0 47.74937
## 964 56.42165 0 57.13653
## 965 52.21364 0 51.25607
## 966 42.02060 0 44.16691
## 967 30.47727 0 26.60966
## 968 61.62107 0 57.60679
## 969 46.24268 0 48.11140
## 970 49.35632 0 48.30691
## 971 55.21906 0 51.24179
## 972 55.37874 0 55.00150
## 973 55.66304 0 55.77517
## 974 45.51717 0 44.32420
## 975 65.01215 0 61.53015
## 976 54.68601 0 55.59384
## 977 53.89157 0 47.26985
## 978 62.70113 0 61.51258
## 979 52.98496 0 56.14746
## 980 45.76399 0 44.90578
## 981 60.07619 0 58.09354
## 982 47.30151 0 49.80910
## 983 49.66007 0 50.40687
## 984 52.55926 0 57.98597
## 985 51.91452 0 56.22401
## 986 53.15023 0 51.39070
## 987 38.52316 0 45.32384
## 988 40.92194 0 36.43919
## 989 48.21711 0 43.17276
## 990 58.26343 0 61.83963
## 991 49.59478 0 50.10058
## 992 54.60228 0 51.23524
## 993 41.40268 0 36.99900
## 994 44.45856 0 43.94229
## 995 58.58842 0 54.83097
## 996 61.79964 0 62.78050
## 997 53.11525 0 54.00702
## 998 50.21927 0 53.64324
## 999 59.86790 0 57.71308
## 1000 43.99802 0 46.12148This is a two-step process, estimate propensity scores, then estimate final model.
sim_arguments <- list(
formula = achievement ~ 1 + motivation + trt + age + ses,
fixed = list(
motivation = list(var_type = 'continuous',
mean = 0, sd = 20)
),
sample_size = 1000,
error = list(variance = 10),
reg_weights = c(50, 0.4, 1.2, 0.1, 0.25),
propensity = list(
formula = trt ~ 1 + age + ses,
fixed = list(age = list(var_type = 'ordinal',
levels = -7:7),
ses = list(var_type = 'continuous',
mean = 0, sd = 5)),
sample_size = 1000,
error = list(variance = 5),
reg_weights = c(2, 0.3, -0.5),
outcome_type = 'binary'
),
model_fit = list(formula = achievement ~ 1 + motivation + trt + age + ses,
model_function = 'lm'),
propensity_model = list(
formula = trt ~ 1 + age + ses,
propensity_type = 'covariate'
)
)
simulate_fixed(data = NULL, sim_args = sim_arguments) |>
simulate_error(sim_args = sim_arguments) |>
generate_response(sim_arguments)|>
fit_propensity(sim_arguments) |>
model_fit(sim_arguments) |>
extract_coefficients()## # A tibble: 6 × 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 (Intercept) 49.8 0.214 232. 0
## 2 motivation 0.403 0.00517 78.0 0
## 3 trt 1.26 0.268 4.71 2.82e- 6
## 4 age 0.0838 0.0250 3.35 8.52e- 4
## 5 ses 0.241 0.0242 9.94 3.02e-22
## 6 propensity NA NA NA NAsim_arguments <- list(
formula = achievement ~ 1 + motivation + trt + age + ses,
fixed = list(
motivation = list(var_type = 'continuous',
mean = 0, sd = 20)
),
sample_size = 1000,
error = list(variance = 10),
reg_weights = c(50, 0.4, 1.2, 0.1, 0.25),
propensity = list(
formula = trt ~ 1 + age + ses,
fixed = list(age = list(var_type = 'ordinal',
levels = -7:7),
ses = list(var_type = 'continuous',
mean = 0, sd = 5)),
sample_size = 1000,
error = list(variance = 5),
reg_weights = c(2, 0.3, -0.5),
outcome_type = 'binary'
),
propensity_model = list(
formula = trt ~ 1 + age + ses,
propensity_type = 'ipw'
)
)
simulate_fixed(data = NULL, sim_args = sim_arguments) |>
simulate_error(sim_args = sim_arguments) |>
generate_response(sim_arguments)|>
fit_propensity(sim_arguments) |>
model_fit(sim_arguments) |>
extract_coefficients()## # A tibble: 5 × 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 (Intercept) 49.9 0.200 250. 0
## 2 motivation 0.397 0.00515 77.1 0
## 3 trt 1.29 0.253 5.10 4.11e- 7
## 4 age 0.101 0.0233 4.33 1.65e- 5
## 5 ses 0.234 0.0231 10.2 4.22e-23sim_arguments <- list(
formula = achievement ~ 1 + motivation + trt + age + ses,
fixed = list(
motivation = list(var_type = 'continuous',
mean = 0, sd = 20)
),
sample_size = 1000,
error = list(variance = 10),
reg_weights = c(50, 0.4, 1.2, 0.1, 0.25),
propensity = list(
formula = trt ~ 1 + age + ses,
fixed = list(age = list(var_type = 'ordinal',
levels = -7:7),
ses = list(var_type = 'continuous',
mean = 0, sd = 5)),
sample_size = 1000,
error = list(variance = 5),
reg_weights = c(2, 0.3, -0.5),
outcome_type = 'binary'
),
propensity_model = list(
formula = trt ~ 1 + age + ses,
propensity_type = 'sbw'
)
)
simulate_fixed(data = NULL, sim_args = sim_arguments) |>
simulate_error(sim_args = sim_arguments) |>
generate_response(sim_arguments)|>
fit_propensity(sim_arguments) |>
model_fit(sim_arguments) |>
extract_coefficients()## # A tibble: 5 × 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 (Intercept) 49.5 0.188 263. 0
## 2 motivation 0.401 0.00470 85.4 0
## 3 trt 1.63 0.244 6.67 4.18e-11
## 4 age 0.0897 0.0235 3.81 1.47e- 4
## 5 ses 0.272 0.0217 12.5 1.27e-33sim_arguments <- list(
formula = achievement ~ 1 + motivation + trt + age + ses,
fixed = list(
motivation = list(var_type = 'continuous',
mean = 0, sd = 20)
),
sample_size = 1000,
error = list(variance = 10),
reg_weights = c(50, 0.4, 1.2, 0.1, 0.25),
propensity = list(
formula = trt ~ 1 + age + ses,
fixed = list(age = list(var_type = 'ordinal',
levels = -7:7),
ses = list(var_type = 'continuous',
mean = 0, sd = 5)),
sample_size = 1000,
error = list(variance = 5),
reg_weights = c(2, 0.3, -0.5),
outcome_type = 'binary'
),
model_fit = list(formula = achievement ~ 1 + motivation + trt + age + ses,
model_function = 'lm'),
propensity_model = list(
formula = trt ~ 1 + age + ses,
propensity_type = 'covariate'
),
replications = 20,
extract_coefficients = TRUE
)
replicate_simulation(sim_arguments) |>
compute_statistics(sim_arguments, alternative_power = FALSE,
type_1_error = FALSE)## # A tibble: 6 × 7
## term avg_estimate power param_estimate_sd avg_standard_error precision_ratio
## <chr> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 (Inte… 49.9 1 0.216 0.203 1.06
## 2 age 0.103 0.95 0.0218 0.0242 0.899
## 3 motiv… 0.400 1 0.00395 0.00502 0.788
## 4 prope… NA NA NA NA NA
## 5 ses 0.249 1 0.0341 0.0230 1.49
## 6 trt 1.24 1 0.277 0.257 1.08
## # ℹ 1 more variable: replications <dbl>sim_arguments <- list(
formula = achievement ~ 1 + motivation + trt + age + ses,
fixed = list(
motivation = list(var_type = 'continuous',
mean = 0, sd = 20)
),
sample_size = 1000,
error = list(variance = 10),
reg_weights = c(50, 0.4, 1.2, 0.1, 0.25),
propensity = list(
formula = trt ~ 1 + age + ses,
fixed = list(age = list(var_type = 'ordinal',
levels = -7:7),
ses = list(var_type = 'continuous',
mean = 0, sd = 5)),
sample_size = 1000,
error = list(variance = 5),
reg_weights = c(2, 0.3, -0.5),
outcome_type = 'binary'
),
model_fit = list(formula = achievement ~ 1 + motivation + trt + age + ses,
model_function = 'lm'),
propensity_model = list(
formula = trt ~ 1 + age + ses,
propensity_type = 'ipw',
model_function = stats::glm,
propensity_model_args = list(
family = binomial()
)
),
replications = 500,
extract_coefficients = TRUE
)
replicate_simulation(sim_arguments) |>
compute_statistics(sim_arguments, alternative_power = FALSE,
type_1_error = FALSE)## # A tibble: 5 × 7
## term avg_estimate power param_estimate_sd avg_standard_error precision_ratio
## <chr> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 (Inte… 50.0 1 0.317 0.216 1.47
## 2 age 0.0990 0.848 0.0442 0.0251 1.76
## 3 motiv… 0.400 1 0.00998 0.00499 2.00
## 4 ses 0.252 0.998 0.0563 0.0204 2.76
## 5 trt 1.23 0.956 0.387 0.263 1.47
## # ℹ 1 more variable: replications <dbl>sim_arguments <- list(
formula = achievement ~ 1 + motivation + trt + age + ses,
fixed = list(
motivation = list(var_type = 'continuous',
mean = 0, sd = 20)
),
sample_size = 1000,
error = list(variance = 10),
reg_weights = c(50, 0.4, 1.2, 0.1, 0.25),
propensity = list(
formula = trt ~ 1 + age + ses,
fixed = list(age = list(var_type = 'ordinal',
levels = -7:7),
ses = list(var_type = 'continuous',
mean = 0, sd = 5)),
sample_size = 1000,
error = list(variance = 5),
reg_weights = c(2, 0.3, -0.5),
outcome_type = 'binary'
),
model_fit = list(formula = achievement ~ 1 + motivation + trt + age + ses,
model_function = 'lm'),
propensity_model = list(
formula = trt ~ 1 + age + ses,
propensity_type = 'sbw',
model_function = stats::glm,
propensity_model_args = list(
family = binomial()
)
),
replications = 500,
extract_coefficients = TRUE
)
replicate_simulation(sim_arguments) |>
compute_statistics(sim_arguments, alternative_power = FALSE,
type_1_error = FALSE)## # A tibble: 5 × 7
## term avg_estimate power param_estimate_sd avg_standard_error precision_ratio
## <chr> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 (Inte… 50.0 1 0.330 0.217 1.52
## 2 age 0.0980 0.834 0.0409 0.0253 1.62
## 3 motiv… 0.400 1 0.00924 0.00503 1.84
## 4 ses 0.252 1 0.0548 0.0205 2.68
## 5 trt 1.21 0.946 0.400 0.264 1.52
## # ℹ 1 more variable: replications <dbl>level1_samp <- sample(15:25, size = 50, replace = TRUE)
sim_arguments <- list(
formula = achievement ~ 1 + motivation + trt + age + ses + (1 | classroom),
fixed = list(
motivation = list(var_type = 'continuous',
mean = 0, sd = 20)
),
sample_size = list(level1 = level1_samp, level2 = 50),
error = list(variance = 10),
reg_weights = c(50, 0.4, 1.2, 0.1, 0.25),
randomeffect = list(int_classroom = list(variance = 5, var_level = 2)),
propensity = list(
formula = trt ~ 1 + age + ses + (1 | classroom),
fixed = list(age = list(var_type = 'ordinal',
levels = -7:7),
ses = list(var_type = 'continuous',
mean = 0, sd = 5,
var_level = 2)),
sample_size = list(level1 = level1_samp, level2 = 50),
error = list(variance = 5),
randomeffect = list(int_classroom = list(variance = 5, var_level = 2)),
reg_weights = c(2, 0.3, -0.5),
outcome_type = 'binary'
)
)
simulate_fixed(data = NULL, sim_args = sim_arguments) |>
simulate_error(sim_args = sim_arguments) |>
simulate_randomeffect(sim_args = sim_arguments) |>
generate_response(sim_arguments)## X.Intercept. motivation trt age ses level1_id classroom
## 1 1 -13.41692363 0 -4 1.5016515 1 1
## 2 1 -22.61656421 1 2 1.5016515 2 1
## 3 1 13.99564910 0 2 1.5016515 3 1
## 4 1 49.50296695 1 6 1.5016515 4 1
## 5 1 12.24094293 1 7 1.5016515 5 1
## 6 1 4.37086122 1 3 1.5016515 6 1
## 7 1 27.35460173 0 4 1.5016515 7 1
## 8 1 17.74180478 1 4 1.5016515 8 1
## 9 1 -3.12490305 1 -1 1.5016515 9 1
## 10 1 0.37316383 1 2 1.5016515 10 1
## 11 1 24.80500897 1 0 1.5016515 11 1
## 12 1 17.78982412 1 -3 1.5016515 12 1
## 13 1 9.94852336 1 0 1.5016515 13 1
## 14 1 -2.51347811 1 -2 1.5016515 14 1
## 15 1 -9.65831825 0 6 1.5016515 15 1
## 16 1 22.19023722 1 3 1.5016515 16 1
## 17 1 -2.06611539 1 5 1.5016515 17 1
## 18 1 -4.54021757 1 -7 1.5016515 18 1
## 19 1 20.14296504 1 1 -1.7819169 1 2
## 20 1 7.25276077 1 3 -1.7819169 2 2
## 21 1 -1.63742755 1 5 -1.7819169 3 2
## 22 1 -15.06179344 1 3 -1.7819169 4 2
## 23 1 20.02988152 1 -5 -1.7819169 5 2
## 24 1 -14.62289050 1 3 -1.7819169 6 2
## 25 1 0.11258939 1 7 -1.7819169 7 2
## 26 1 -6.51049811 1 0 -1.7819169 8 2
## 27 1 -2.69912942 1 -5 -1.7819169 9 2
## 28 1 2.79910900 1 5 -1.7819169 10 2
## 29 1 5.47171186 1 -1 -1.7819169 11 2
## 30 1 9.42437146 1 -2 -1.7819169 12 2
## 31 1 22.65944140 1 -2 -1.7819169 13 2
## 32 1 -13.73544303 1 3 -1.7819169 14 2
## 33 1 -7.68087576 1 6 -1.7819169 15 2
## 34 1 11.91324708 1 -2 -1.7819169 16 2
## 35 1 -11.41210971 1 -4 0.4548986 1 3
## 36 1 -6.11725468 0 -2 0.4548986 2 3
## 37 1 -3.59587806 1 -6 0.4548986 3 3
## 38 1 30.39245563 1 2 0.4548986 4 3
## 39 1 -3.52213749 0 -6 0.4548986 5 3
## 40 1 11.55004261 1 -1 0.4548986 6 3
## 41 1 -8.28872020 1 2 0.4548986 7 3
## 42 1 -21.11735565 0 -3 0.4548986 8 3
## 43 1 -34.66267790 0 -3 0.4548986 9 3
## 44 1 -6.63544926 0 -4 0.4548986 10 3
## 45 1 12.28795995 0 -3 0.4548986 11 3
## 46 1 -17.27245246 1 1 0.4548986 12 3
## 47 1 -21.62888977 0 -1 0.4548986 13 3
## 48 1 38.85747357 0 -7 0.4548986 14 3
## 49 1 -10.65954897 1 6 0.4548986 15 3
## 50 1 11.92723328 1 7 0.4548986 16 3
## 51 1 12.41479096 0 -3 0.4548986 17 3
## 52 1 10.04130221 1 3 0.4548986 18 3
## 53 1 6.05757440 0 -4 0.4548986 19 3
## 54 1 -17.34839309 1 6 0.4548986 20 3
## 55 1 -2.19975598 1 2 0.4548986 21 3
## 56 1 -5.74923539 0 3 0.4548986 22 3
## 57 1 23.54062707 1 4 0.4548986 23 3
## 58 1 26.98527716 1 -6 0.4548986 24 3
## 59 1 31.21467847 1 -3 0.4548986 25 3
## 60 1 -12.49511701 1 6 -2.2288723 1 4
## 61 1 2.09749684 1 -7 -2.2288723 2 4
## 62 1 -23.60124268 1 -4 -2.2288723 3 4
## 63 1 -9.02779396 1 6 -2.2288723 4 4
## 64 1 -34.52437575 1 5 -2.2288723 5 4
## 65 1 -3.97014500 1 -5 -2.2288723 6 4
## 66 1 2.80581255 1 5 -2.2288723 7 4
## 67 1 -21.58644772 1 -2 -2.2288723 8 4
## 68 1 12.27390133 1 4 -2.2288723 9 4
## 69 1 24.39502898 1 -5 -2.2288723 10 4
## 70 1 5.86058094 1 -4 -2.2288723 11 4
## 71 1 16.96680173 1 5 -2.2288723 12 4
## 72 1 -30.39026930 1 -4 -2.2288723 13 4
## 73 1 27.20426868 1 4 -2.2288723 14 4
## 74 1 -52.47453746 1 -5 -2.2288723 15 4
## 75 1 -18.12524848 1 -5 -2.2288723 16 4
## 76 1 -33.46964302 1 -3 -2.2288723 17 4
## 77 1 -32.76182158 1 5 -2.2288723 18 4
## 78 1 10.69478860 1 6 -2.2288723 19 4
## 79 1 -0.97313623 1 -4 -2.2288723 20 4
## 80 1 1.46701207 1 7 -2.2288723 21 4
## 81 1 14.99468169 1 -3 -2.2288723 22 4
## 82 1 -30.09437913 1 4 -6.5669767 1 5
## 83 1 -26.64063823 1 -1 -6.5669767 2 5
## 84 1 -2.34230621 1 -1 -6.5669767 3 5
## 85 1 -18.52671046 1 0 -6.5669767 4 5
## 86 1 12.33938019 1 6 -6.5669767 5 5
## 87 1 8.38053672 1 -6 -6.5669767 6 5
## 88 1 13.36405495 1 2 -6.5669767 7 5
## 89 1 12.40673372 1 5 -6.5669767 8 5
## 90 1 -43.42246795 1 -7 -6.5669767 9 5
## 91 1 20.82398051 1 4 -6.5669767 10 5
## 92 1 20.39561442 1 2 -6.5669767 11 5
## 93 1 21.17533865 1 -1 -6.5669767 12 5
## 94 1 -7.63311671 1 -7 -6.5669767 13 5
## 95 1 0.32954173 1 3 -6.5669767 14 5
## 96 1 -16.67499907 1 0 -6.5669767 15 5
## 97 1 -24.17685898 1 -4 -6.5669767 16 5
## 98 1 -17.40333934 1 5 -6.5669767 17 5
## 99 1 -26.64921658 1 3 -6.5669767 18 5
## 100 1 -1.25895068 1 -5 -6.5669767 19 5
## 101 1 -0.28393957 1 -1 -6.5669767 20 5
## 102 1 -18.79267792 1 -5 -6.5669767 21 5
## 103 1 -40.47460244 1 -6 -6.5669767 22 5
## 104 1 -9.14580185 1 5 -6.5669767 23 5
## 105 1 -2.24872573 0 -7 6.3723344 1 6
## 106 1 -34.64535457 0 6 6.3723344 2 6
## 107 1 37.49488271 0 3 6.3723344 3 6
## 108 1 -13.17873421 1 -5 6.3723344 4 6
## 109 1 8.14255058 0 -6 6.3723344 5 6
## 110 1 -17.05386669 0 -7 6.3723344 6 6
## 111 1 4.55099310 0 4 6.3723344 7 6
## 112 1 10.18214052 0 -4 6.3723344 8 6
## 113 1 2.54311915 0 -5 6.3723344 9 6
## 114 1 32.01869964 0 -2 6.3723344 10 6
## 115 1 -22.81051885 0 -1 6.3723344 11 6
## 116 1 -35.23911904 0 2 6.3723344 12 6
## 117 1 -2.05984104 0 0 6.3723344 13 6
## 118 1 -16.70332523 0 -2 6.3723344 14 6
## 119 1 -21.51926415 0 -6 6.3723344 15 6
## 120 1 -4.62672118 1 -1 6.3723344 16 6
## 121 1 8.45678911 0 -4 6.3723344 17 6
## 122 1 16.59801749 0 -5 6.3723344 18 6
## 123 1 -0.37308669 0 -6 6.3723344 19 6
## 124 1 -21.95923871 1 -1 -6.2838555 1 7
## 125 1 28.76093548 1 -1 -6.2838555 2 7
## 126 1 13.25461906 1 0 -6.2838555 3 7
## 127 1 28.79802227 1 6 -6.2838555 4 7
## 128 1 27.76424922 1 7 -6.2838555 5 7
## 129 1 -37.67686635 1 6 -6.2838555 6 7
## 130 1 17.80302008 0 -7 -6.2838555 7 7
## 131 1 24.91903302 1 7 -6.2838555 8 7
## 132 1 -0.03153129 1 0 -6.2838555 9 7
## 133 1 -17.23990703 1 1 -6.2838555 10 7
## 134 1 7.59405488 1 -6 -6.2838555 11 7
## 135 1 26.94643432 1 3 -6.2838555 12 7
## 136 1 -21.38763140 1 1 -6.2838555 13 7
## 137 1 -21.39640332 1 -1 -6.2838555 14 7
## 138 1 -25.72683718 1 7 -6.2838555 15 7
## 139 1 14.96191111 1 -4 -6.2838555 16 7
## 140 1 4.76492722 1 -1 -6.2838555 17 7
## 141 1 -37.64053087 1 -3 6.0162041 1 8
## 142 1 16.82969523 0 -6 6.0162041 2 8
## 143 1 -7.06800969 1 1 6.0162041 3 8
## 144 1 -39.97754883 0 5 6.0162041 4 8
## 145 1 4.23456574 1 -4 6.0162041 5 8
## 146 1 40.98316920 1 3 6.0162041 6 8
## 147 1 12.30816381 0 7 6.0162041 7 8
## 148 1 32.07157620 1 -1 6.0162041 8 8
## 149 1 5.10472260 0 -5 6.0162041 9 8
## 150 1 -8.17903119 1 5 6.0162041 10 8
## 151 1 4.87985646 1 3 6.0162041 11 8
## 152 1 -0.57991865 1 4 6.0162041 12 8
## 153 1 10.53624772 1 5 6.0162041 13 8
## 154 1 -0.90684422 0 -3 6.0162041 14 8
## 155 1 -11.23027617 0 -6 6.0162041 15 8
## 156 1 19.12735080 1 0 6.0162041 16 8
## 157 1 6.53265224 0 0 6.0162041 17 8
## 158 1 -4.26993510 1 5 6.0162041 18 8
## 159 1 1.08541822 1 -1 6.0162041 19 8
## 160 1 -20.21623254 1 7 6.0162041 20 8
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## 927 1 -3.70544701 1 2 4.8776217 20 46
## 928 1 -0.25523623 0 3 4.8776217 21 46
## 929 1 -14.85679458 0 7 -5.5925570 1 47
## 930 1 2.64199399 0 -7 -5.5925570 2 47
## 931 1 -2.45071430 1 -4 -5.5925570 3 47
## 932 1 13.23334482 1 2 -5.5925570 4 47
## 933 1 -1.45331491 1 -7 -5.5925570 5 47
## 934 1 -27.60817368 0 -4 -5.5925570 6 47
## 935 1 0.73770605 0 -7 -5.5925570 7 47
## 936 1 -3.85793011 1 2 -5.5925570 8 47
## 937 1 10.27546968 1 6 -5.5925570 9 47
## 938 1 3.06370594 1 7 -5.5925570 10 47
## 939 1 21.18574512 0 -1 -5.5925570 11 47
## 940 1 -14.80451743 1 6 -5.5925570 12 47
## 941 1 -29.03022453 0 -3 -5.5925570 13 47
## 942 1 -14.38465454 0 -2 -5.5925570 14 47
## 943 1 20.33522234 1 -5 -5.5925570 15 47
## 944 1 22.97760458 1 6 -5.5925570 16 47
## 945 1 7.02649098 0 5 -5.5925570 17 47
## 946 1 12.59725386 1 1 -5.5925570 18 47
## 947 1 -10.54846746 0 4 -5.5925570 19 47
## 948 1 20.09609246 1 7 -3.2867525 1 48
## 949 1 -1.94100095 0 -6 -3.2867525 2 48
## 950 1 -5.41735116 1 7 -3.2867525 3 48
## 951 1 -15.20855607 1 6 -3.2867525 4 48
## 952 1 -16.03203429 1 1 -3.2867525 5 48
## 953 1 49.86735655 1 -1 -3.2867525 6 48
## 954 1 -1.68107542 0 -6 -3.2867525 7 48
## 955 1 -6.47473908 1 -5 -3.2867525 8 48
## 956 1 -18.84056445 1 4 -3.2867525 9 48
## 957 1 7.38002676 0 -1 -3.2867525 10 48
## 958 1 16.19553318 1 7 -3.2867525 11 48
## 959 1 8.32447177 0 -7 -3.2867525 12 48
## 960 1 26.77218618 1 -4 -3.2867525 13 48
## 961 1 2.46798013 1 0 -3.2867525 14 48
## 962 1 -14.73805785 1 -5 -3.2867525 15 48
## 963 1 -18.12769209 0 -3 -3.1060864 1 49
## 964 1 -13.83282121 1 -5 -3.1060864 2 49
## 965 1 36.20184247 0 -5 -3.1060864 3 49
## 966 1 4.51519315 1 -1 -3.1060864 4 49
## 967 1 -20.50877116 0 -7 -3.1060864 5 49
## 968 1 -13.27376092 1 6 -3.1060864 6 49
## 969 1 -2.44228773 0 0 -3.1060864 7 49
## 970 1 -25.35345306 0 -1 -3.1060864 8 49
## 971 1 7.32684478 0 6 -3.1060864 9 49
## 972 1 7.86760013 1 -5 -3.1060864 10 49
## 973 1 8.63559928 1 3 -3.1060864 11 49
## 974 1 11.94676557 1 3 -3.1060864 12 49
## 975 1 36.55731029 1 -6 -3.1060864 13 49
## 976 1 7.53301789 1 4 -3.1060864 14 49
## 977 1 -7.38862984 1 4 -3.1060864 15 49
## 978 1 -26.92029972 1 4 -3.1060864 16 49
## 979 1 -20.06818413 1 4 -3.1060864 17 49
## 980 1 -11.05941846 1 0 -3.1060864 18 49
## 981 1 -0.81115765 0 4 -3.1060864 19 49
## 982 1 -12.31053370 1 -2 -3.1060864 20 49
## 983 1 -2.18504785 0 -6 -3.1060864 21 49
## 984 1 25.62124768 1 7 -3.1060864 22 49
## 985 1 -27.86233810 0 -2 -3.1060864 23 49
## 986 1 20.07336111 1 3 -3.1060864 24 49
## 987 1 -5.57946724 1 6 7.0428845 1 50
## 988 1 -12.30924106 0 3 7.0428845 2 50
## 989 1 -9.70853958 0 -4 7.0428845 3 50
## 990 1 19.70809389 1 -2 7.0428845 4 50
## 991 1 7.62379583 0 -7 7.0428845 5 50
## 992 1 19.52466266 0 3 7.0428845 6 50
## 993 1 -38.69164717 0 -6 7.0428845 7 50
## 994 1 -9.42557483 0 -7 7.0428845 8 50
## 995 1 -9.46330276 0 7 7.0428845 9 50
## 996 1 2.08597232 0 -6 7.0428845 10 50
## 997 1 22.18018326 1 -2 7.0428845 11 50
## 998 1 2.18620646 1 5 7.0428845 12 50
## 999 1 -0.36754569 0 7 7.0428845 13 50
## 1000 1 0.66625543 1 1 7.0428845 14 50
## 1001 1 43.46627403 0 -7 7.0428845 15 50
## 1002 1 12.32210320 1 6 7.0428845 16 50
## error int_classroom fixed_outcome random_effects achievement
## 1 -2.854686137 0.279213860 44.60864 0.279213860 42.03317
## 2 -6.869724334 0.279213860 42.72879 0.279213860 36.13828
## 3 1.580771276 0.279213860 56.17367 0.279213860 58.03366
## 4 1.441366708 0.279213860 71.97660 0.279213860 73.69718
## 5 1.039996219 0.279213860 57.17179 0.279213860 58.49100
## 6 2.697967972 0.279213860 53.62376 0.279213860 56.60094
## 7 -0.677553865 0.279213860 61.71725 0.279213860 61.31891
## 8 3.215493170 0.279213860 59.07213 0.279213860 62.56684
## 9 1.461988252 0.279213860 50.22545 0.279213860 51.96665
## 10 6.880604731 0.279213860 51.92468 0.279213860 59.08450
## 11 3.400032490 0.279213860 61.49742 0.279213860 65.17666
## 12 1.477962786 0.279213860 58.39134 0.279213860 60.14852
## 13 -0.867886934 0.279213860 55.55482 0.279213860 54.96615
## 14 2.726384847 0.279213860 50.37002 0.279213860 53.37562
## 15 1.379962602 0.279213860 47.11209 0.279213860 48.77126
## 16 -2.501809015 0.279213860 60.75151 0.279213860 58.52891
## 17 -1.719099111 0.279213860 51.24897 0.279213860 49.80908
## 18 -0.828165730 0.279213860 49.05933 0.279213860 48.51037
## 19 -4.456054197 -1.889365352 58.91171 -1.889365352 52.56629
## 20 2.812557901 -1.889365352 53.95563 -1.889365352 54.87882
## 21 1.324592410 -1.889365352 50.59955 -1.889365352 50.03478
## 22 0.126337203 -1.889365352 45.02980 -1.889365352 43.26678
## 23 1.477657245 -1.889365352 58.26647 -1.889365352 57.85477
## 24 -2.705474696 -1.889365352 45.20536 -1.889365352 40.61052
## 25 1.992147358 -1.889365352 51.49956 -1.889365352 51.60234
## 26 -3.921719586 -1.889365352 48.15032 -1.889365352 42.33924
## 27 1.756658611 -1.889365352 49.17487 -1.889365352 49.04216
## 28 5.649183447 -1.889365352 52.37416 -1.889365352 56.13398
## 29 -0.749726616 -1.889365352 52.84321 -1.889365352 50.20411
## 30 7.420846003 -1.889365352 54.32427 -1.889365352 59.85575
## 31 -1.457350468 -1.889365352 59.61830 -1.889365352 56.27158
## 32 2.934154507 -1.889365352 45.56034 -1.889365352 46.60513
## 33 5.655571501 -1.889365352 48.28217 -1.889365352 52.04838
## 34 -3.698713383 -1.889365352 55.31982 -1.889365352 49.73174
## 35 -2.164796378 2.996849694 46.34888 2.996849694 47.18093
## 36 -1.204999298 2.996849694 47.46682 2.996849694 49.25867
## 37 7.246681681 2.996849694 49.27537 2.996849694 59.51890
## 38 3.362717739 2.996849694 63.67071 2.996849694 70.03027
## 39 -1.361856168 2.996849694 48.10487 2.996849694 49.73986
## 40 2.957850905 2.996849694 55.83374 2.996849694 61.78844
## 41 -0.668177377 2.996849694 48.19824 2.996849694 50.52691
## 42 4.111071378 2.996849694 41.36678 2.996849694 48.47470
## 43 2.145109946 2.996849694 35.94865 2.996849694 41.09061
## 44 -2.359526834 2.996849694 47.05954 2.996849694 47.69687
## 45 -2.860341560 2.996849694 54.72891 2.996849694 54.86542
## 46 5.797292844 2.996849694 44.50474 2.996849694 53.29889
## 47 1.678447226 2.996849694 41.36217 2.996849694 46.03747
## 48 6.301156893 2.996849694 64.95671 2.996849694 74.25472
## 49 1.964383392 2.996849694 47.64991 2.996849694 52.61114
## 50 4.449654823 2.996849694 56.78462 2.996849694 64.23112
## 51 -5.595248127 2.996849694 54.77964 2.996849694 52.18124
## 52 2.926868446 2.996849694 55.63025 2.996849694 61.55396
## 53 2.502355255 2.996849694 52.13675 2.996849694 57.63596
## 54 1.323839455 2.996849694 44.97437 2.996849694 49.29506
## 55 -1.556197944 2.996849694 50.63382 2.996849694 52.07447
## 56 2.276527598 2.996849694 48.11403 2.996849694 53.38741
## 57 -0.289282154 2.996849694 61.12998 2.996849694 63.83754
## 58 1.822900555 2.996849694 61.50784 2.996849694 66.32759
## 59 -1.744523521 2.996849694 63.49960 2.996849694 64.75192
## 60 0.828080692 -0.142888433 46.24474 -0.142888433 46.92993
## 61 -1.580546379 -0.142888433 50.78178 -0.142888433 49.05835
## 62 4.823758617 -0.142888433 40.80228 -0.142888433 45.48316
## 63 2.883305105 -0.142888433 47.63166 -0.142888433 50.37208
## 64 -0.277765847 -0.142888433 37.33303 -0.142888433 36.91238
## 65 0.173117909 -0.142888433 48.55472 -0.142888433 48.58495
## 66 3.984872707 -0.142888433 52.26511 -0.142888433 56.10709
## 67 -3.367215463 -0.142888433 41.80820 -0.142888433 38.29810
## 68 3.578706649 -0.142888433 55.95234 -0.142888433 59.38816
## 69 -3.201732271 -0.142888433 59.90079 -0.142888433 56.55617
## 70 -4.718260527 -0.142888433 52.58701 -0.142888433 47.72587
## 71 -1.108320108 -0.142888433 57.92950 -0.142888433 56.67829
## 72 4.216515684 -0.142888433 38.08667 -0.142888433 42.16030
## 73 3.927568290 -0.142888433 61.92449 -0.142888433 65.70917
## 74 -1.507344994 -0.142888433 29.15297 -0.142888433 27.50273
## 75 -0.736638736 -0.142888433 42.89268 -0.142888433 42.01316
## 76 -4.352440867 -0.142888433 36.95492 -0.142888433 32.45960
## 77 4.188127669 -0.142888433 38.03805 -0.142888433 42.08329
## 78 1.755819866 -0.142888433 55.52070 -0.142888433 57.13363
## 79 -5.648709329 -0.142888433 49.85353 -0.142888433 44.06193
## 80 2.162069064 -0.142888433 51.92959 -0.142888433 53.94877
## 81 -5.388778128 -0.142888433 56.34065 -0.142888433 50.80899
## 82 3.521902215 -0.839188505 37.92050 -0.839188505 40.60322
## 83 4.697164534 -0.839188505 38.80200 -0.839188505 42.65998
## 84 -0.779015920 -0.839188505 48.52133 -0.839188505 46.90313
## 85 2.620139689 -0.839188505 42.14757 -0.839188505 43.92852
## 86 1.130179863 -0.839188505 55.09401 -0.839188505 55.38500
## 87 -2.354121464 -0.839188505 52.31047 -0.839188505 49.11716
## 88 2.516413009 -0.839188505 55.10388 -0.839188505 56.78110
## 89 -3.468903656 -0.839188505 55.02095 -0.839188505 50.71286
## 90 -2.881449430 -0.839188505 31.48927 -0.839188505 27.76863
## 91 4.809714403 -0.839188505 58.28785 -0.839188505 62.25837
## 92 -2.577275584 -0.839188505 57.91650 -0.839188505 54.50004
## 93 3.295569033 -0.839188505 57.92839 -0.839188505 60.38477
## 94 1.798695965 -0.839188505 45.80501 -0.839188505 46.76452
## 95 1.594870279 -0.839188505 49.99007 -0.839188505 50.74575
## 96 -4.402015328 -0.839188505 42.88826 -0.839188505 37.64705
## 97 5.415372052 -0.839188505 39.48751 -0.839188505 44.06370
## 98 1.983059141 -0.839188505 43.09692 -0.839188505 44.24079
## 99 -1.513323368 -0.839188505 39.19857 -0.839188505 36.84606
## 100 0.830628224 -0.839188505 48.55468 -0.839188505 48.54612
## 101 0.751651173 -0.839188505 49.34468 -0.839188505 49.25714
## 102 -0.542596826 -0.839188505 41.54118 -0.839188505 40.15940
## 103 6.413340853 -0.839188505 32.76841 -0.839188505 38.34257
## 104 3.941506822 -0.839188505 46.39994 -0.839188505 49.50225
## 105 -1.298888173 -0.870480913 49.99359 -0.870480913 47.82422
## 106 11.522196290 -0.870480913 38.33494 -0.870480913 48.98666
## 107 -2.201538863 -0.870480913 66.89104 -0.870480913 63.81902
## 108 -1.871419658 -0.870480913 47.02159 -0.870480913 44.27969
## 109 -1.573598366 -0.870480913 54.25010 -0.870480913 51.80602
## 110 -5.264268301 -0.870480913 44.07154 -0.870480913 37.93679
## 111 -4.920207515 -0.870480913 53.81348 -0.870480913 48.02279
## 112 -3.578210152 -0.870480913 55.26594 -0.870480913 50.81725
## 113 -0.306760057 -0.870480913 52.11033 -0.870480913 50.93309
## 114 -1.937511886 -0.870480913 64.20056 -0.870480913 61.39257
## 115 2.617109158 -0.870480913 42.36888 -0.870480913 44.11550
## 116 1.985426684 -0.870480913 37.69744 -0.870480913 38.81238
## 117 -2.754401999 -0.870480913 50.76915 -0.870480913 47.14426
## 118 3.929682188 -0.870480913 44.71175 -0.870480913 47.77095
## 119 3.244435784 -0.870480913 42.38538 -0.870480913 44.75933
## 120 -3.370375869 -0.870480913 50.84240 -0.870480913 46.60154
## 121 -3.442504094 -0.870480913 54.57580 -0.870480913 50.26281
## 122 2.781788868 -0.870480913 57.73229 -0.870480913 59.64360
## 123 1.069824019 -0.870480913 50.84385 -0.870480913 51.04319
## 124 -0.538270674 -2.626205321 40.74534 -2.626205321 37.58086
## 125 -0.720985758 -2.626205321 61.03341 -2.626205321 57.68622
## 126 -5.966823208 -2.626205321 54.93088 -2.626205321 46.33786
## 127 -2.570391280 -2.626205321 61.74825 -2.626205321 56.55165
## 128 3.281981455 -2.626205321 61.43474 -2.626205321 62.09051
## 129 -1.860926633 -2.626205321 35.15829 -2.626205321 30.67116
## 130 4.451630215 -2.626205321 54.85024 -2.626205321 56.67567
## 131 0.274223989 -2.626205321 60.29665 -2.626205321 57.94467
## 132 -3.383737577 -2.626205321 49.61642 -2.626205321 43.60648
## 133 1.890582372 -2.626205321 42.83307 -2.626205321 42.09745
## 134 2.455477178 -2.626205321 52.06666 -2.626205321 51.89593
## 135 -3.962626276 -2.626205321 60.70761 -2.626205321 54.11878
## 136 -0.546050578 -2.626205321 41.17398 -2.626205321 38.00173
## 137 1.677056439 -2.626205321 40.97047 -2.626205321 40.02133
## 138 -4.602217430 -2.626205321 40.03830 -2.626205321 32.80988
## 139 5.074453962 -2.626205321 55.21380 -2.626205321 57.66205
## 140 2.132914976 -2.626205321 51.43501 -2.626205321 50.94172
## 141 -7.233710345 -2.719093005 37.34784 -2.719093005 27.39504
## 142 6.399067462 -2.719093005 57.63593 -2.719093005 61.31590
## 143 2.573611524 -2.719093005 49.97685 -2.719093005 49.83137
## 144 4.195754506 -2.719093005 36.01303 -2.719093005 37.48969
## 145 -0.852326613 -2.719093005 53.99788 -2.719093005 50.42646
## 146 0.027288291 -2.719093005 69.39732 -2.719093005 66.70551
## 147 1.765253976 -2.719093005 57.12732 -2.719093005 56.17348
## 148 1.432850749 -2.719093005 65.43268 -2.719093005 64.14644
## 149 -1.588401841 -2.719093005 53.04594 -2.719093005 48.73845
## 150 1.646789039 -2.719093005 49.93244 -2.719093005 48.86013
## 151 0.790271551 -2.719093005 54.95599 -2.719093005 53.02717
## 152 -0.250008022 -2.719093005 52.87208 -2.719093005 49.90298
## 153 -0.221157902 -2.719093005 57.41855 -2.719093005 54.47830
## 154 -7.132934515 -2.719093005 50.84131 -2.719093005 40.98929
## 155 -2.028801330 -2.719093005 46.41194 -2.719093005 41.66405
## 156 0.491545666 -2.719093005 60.35499 -2.719093005 58.12744
## 157 -5.283241636 -2.719093005 54.11711 -2.719093005 46.11478
## 158 -3.001099059 -2.719093005 51.49608 -2.719093005 45.77588
## 159 1.170580911 -2.719093005 53.03822 -2.719093005 51.48971
## 160 3.007798560 -2.719093005 45.31756 -2.719093005 45.60626
## 161 -0.657971487 -2.719093005 51.23948 -2.719093005 47.86241
## 162 -6.347878407 -2.719093005 42.31838 -2.719093005 33.25141
## 163 -0.826470380 2.174163139 52.08885 2.174163139 53.43654
## 164 1.725468684 2.174163139 59.73475 2.174163139 63.63438
## 165 -4.976283173 2.174163139 40.30546 2.174163139 37.50334
## 166 -0.036110841 2.174163139 40.70371 2.174163139 42.84176
## 167 -3.512204168 2.174163139 63.47220 2.174163139 62.13416
## 168 -0.586952089 2.174163139 52.39674 2.174163139 53.98395
## 169 -5.392721961 2.174163139 60.29346 2.174163139 57.07491
## 170 -0.964959082 2.174163139 44.37401 2.174163139 45.58321
## 171 4.391659149 2.174163139 53.10440 2.174163139 59.67022
## 172 -3.385937335 2.174163139 36.25119 2.174163139 35.03941
## 173 -1.106146293 2.174163139 38.43560 2.174163139 39.50362
## 174 -1.401807386 2.174163139 42.78617 2.174163139 43.55853
## 175 2.672705732 2.174163139 60.00649 2.174163139 64.85336
## 176 -3.624234440 2.174163139 61.72303 2.174163139 60.27296
## 177 -4.658969625 2.174163139 51.41176 2.174163139 48.92695
## 178 -6.599416871 2.174163139 41.85309 2.174163139 37.42784
## 179 2.439423809 2.174163139 49.09362 2.174163139 53.70721
## 180 5.829648802 2.174163139 64.05543 2.174163139 72.05924
## 181 1.305034891 2.174163139 36.63652 2.174163139 40.11571
## 182 5.472207857 2.174163139 57.40476 2.174163139 65.05113
## 183 1.790370573 2.174163139 46.23781 2.174163139 50.20234
## 184 1.524538332 2.174163139 55.21778 2.174163139 58.91648
## 185 5.847170855 2.174163139 65.88684 2.174163139 73.90817
## 186 -3.001332812 2.174163139 41.26218 2.174163139 40.43501
## 187 -1.071031436 2.174163139 54.92545 2.174163139 56.02858
## 188 -5.323082394 -1.386967854 50.22204 -1.386967854 43.51199
## 189 1.051727785 -1.386967854 57.09869 -1.386967854 56.76345
## 190 6.883825446 -1.386967854 54.84698 -1.386967854 60.34384
## 191 0.627560995 -1.386967854 52.62808 -1.386967854 51.86867
## 192 4.746430164 -1.386967854 49.96179 -1.386967854 53.32125
## 193 -4.058170889 -1.386967854 58.63680 -1.386967854 53.19167
## 194 1.285956501 -1.386967854 41.14447 -1.386967854 41.04346
## 195 2.327413820 -1.386967854 44.53978 -1.386967854 45.48023
## 196 3.780650867 -1.386967854 29.65681 -1.386967854 32.05049
## 197 -5.269825295 -1.386967854 54.22634 -1.386967854 47.56955
## 198 4.061175890 -1.386967854 50.17959 -1.386967854 52.85380
## 199 -3.893855180 -1.386967854 53.72608 -1.386967854 48.44525
## 200 8.782251610 -1.386967854 56.26361 -1.386967854 63.65889
## 201 0.231132104 -1.386967854 49.57450 -1.386967854 48.41867
## 202 0.857938400 -1.386967854 45.63699 -1.386967854 45.10796
## 203 0.986350359 -1.386967854 45.23058 -1.386967854 44.82996
## 204 -0.422817217 -1.386967854 49.02208 -1.386967854 47.21230
## 205 -0.708516377 -1.386967854 44.58194 -1.386967854 42.48645
## 206 -4.023067827 -1.386967854 57.85813 -1.386967854 52.44810
## 207 -0.565748456 -1.386967854 51.59159 -1.386967854 49.63887
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## 725 1.840594450 2.357040010 43.82150 2.357040010 48.01913
## 726 4.568054251 2.357040010 42.88644 2.357040010 49.81154
## 727 -2.902452455 2.357040010 42.90780 2.357040010 42.36239
## 728 -0.181380237 2.357040010 39.42281 2.357040010 41.59847
## 729 0.387125080 2.357040010 37.82250 2.357040010 40.56667
## 730 -3.845739163 2.357040010 45.94126 2.357040010 44.45256
## 731 -2.828284499 2.357040010 58.80959 2.357040010 58.33835
## 732 -3.303290484 2.357040010 43.70118 2.357040010 42.75493
## 733 4.834363518 2.357040010 51.60374 2.357040010 58.79514
## 734 1.045817808 2.357040010 59.62321 2.357040010 63.02607
## 735 -3.196952301 2.357040010 42.78727 2.357040010 41.94736
## 736 -4.312592162 2.074223978 58.82464 2.074223978 56.58627
## 737 -0.136629334 2.074223978 68.73639 2.074223978 70.67398
## 738 2.250244974 2.074223978 56.78665 2.074223978 61.11112
## 739 -5.619409452 2.074223978 44.23918 2.074223978 40.69400
## 740 -2.886056779 2.074223978 67.83545 2.074223978 67.02362
## 741 -0.991601398 2.074223978 53.26358 2.074223978 54.34620
## 742 -3.773362142 2.074223978 46.43527 2.074223978 44.73613
## 743 -2.386247458 2.074223978 54.44883 2.074223978 54.13681
## 744 -2.804423935 2.074223978 43.37041 2.074223978 42.64021
## 745 2.638170458 2.074223978 53.99766 2.074223978 58.71005
## 746 1.891215813 2.074223978 54.64639 2.074223978 58.61183
## 747 -3.096547795 2.074223978 45.51442 2.074223978 44.49210
## 748 -2.136822421 2.074223978 55.76130 2.074223978 55.69870
## 749 0.526038399 2.074223978 52.06544 2.074223978 54.66570
## 750 -0.399000361 2.074223978 56.81782 2.074223978 58.49304
## 751 6.597515165 2.074223978 43.54138 2.074223978 52.21312
## 752 -7.498404400 2.074223978 62.49437 2.074223978 57.07019
## 753 5.915655007 2.074223978 55.52361 2.074223978 63.51349
## 754 3.395153834 2.074223978 40.30579 2.074223978 45.77517
## 755 -0.432924006 2.074223978 50.25972 2.074223978 51.90102
## 756 -4.199978462 2.074223978 48.63367 2.074223978 46.50792
## 757 1.735787393 2.074223978 60.67730 2.074223978 64.48731
## 758 -3.672028399 2.074223978 53.76453 2.074223978 52.16672
## 759 -2.647336379 1.505549708 57.37105 1.505549708 56.22926
## 760 -0.151828313 1.505549708 51.43253 1.505549708 52.78625
## 761 -2.402873931 1.505549708 59.35295 1.505549708 58.45563
## 762 4.738964078 1.505549708 57.34832 1.505549708 63.59283
## 763 -1.631676502 1.505549708 60.04671 1.505549708 59.92059
## 764 -2.276349977 1.505549708 34.68915 1.505549708 33.91835
## 765 -1.254960688 1.505549708 38.77608 1.505549708 39.02667
## 766 2.527885647 1.505549708 54.49068 1.505549708 58.52411
## 767 -1.211434555 1.505549708 65.42318 1.505549708 65.71730
## 768 0.179330570 1.505549708 50.12116 1.505549708 51.80604
## 769 -3.512574778 1.505549708 52.08703 1.505549708 50.08001
## 770 -3.716122784 1.505549708 38.38279 1.505549708 36.17222
## 771 0.488172347 1.505549708 50.43449 1.505549708 52.42821
## 772 1.149158325 1.505549708 48.87016 1.505549708 51.52487
## 773 2.197418950 1.505549708 61.12884 1.505549708 64.83181
## 774 -2.662294929 1.505549708 41.94419 1.505549708 40.78745
## 775 2.583002818 1.505549708 61.80913 1.505549708 65.89768
## 776 3.901207437 3.264574166 51.14238 3.264574166 58.30816
## 777 -2.622485616 3.264574166 48.71369 3.264574166 49.35578
## 778 3.080522314 3.264574166 40.30789 3.264574166 46.65298
## 779 -1.571484487 3.264574166 54.15276 3.264574166 55.84585
## 780 -4.287512027 3.264574166 74.03670 3.264574166 73.01376
## 781 -2.141388943 3.264574166 55.47877 3.264574166 56.60196
## 782 3.312669427 3.264574166 57.13698 3.264574166 63.71422
## 783 -1.884225083 3.264574166 51.01070 3.264574166 52.39105
## 784 -0.696965055 3.264574166 54.61543 3.264574166 57.18304
## 785 -1.961336336 3.264574166 51.78530 3.264574166 53.08854
## 786 -0.139259385 3.264574166 59.18800 3.264574166 62.31331
## 787 4.736115642 3.264574166 38.86770 3.264574166 46.86839
## 788 2.613341553 3.264574166 52.13938 3.264574166 58.01730
## 789 0.941796678 3.264574166 36.30438 3.264574166 40.51075
## 790 -5.980368239 3.264574166 47.07017 3.264574166 44.35437
## 791 4.497657809 3.264574166 47.56445 3.264574166 55.32668
## 792 0.877757384 3.264574166 54.43706 3.264574166 58.57939
## 793 3.479239111 3.264574166 47.27355 3.264574166 54.01736
## 794 1.180283155 3.264574166 52.61891 3.264574166 57.06377
## 795 -1.650146532 3.264574166 60.42185 3.264574166 62.03628
## 796 1.597899394 3.264574166 50.48589 3.264574166 55.34837
## 797 2.504073043 -1.476813536 62.27048 -1.476813536 63.29774
## 798 3.098830308 -1.476813536 44.52971 -1.476813536 46.15172
## 799 -2.436044691 -1.476813536 57.23069 -1.476813536 53.31783
## 800 4.697802112 -1.476813536 56.03477 -1.476813536 59.25576
## 801 -1.562120336 -1.476813536 44.76054 -1.476813536 41.72160
## 802 -2.582134478 -1.476813536 45.81162 -1.476813536 41.75267
## 803 0.128989149 -1.476813536 47.93776 -1.476813536 46.58993
## 804 5.782872130 -1.476813536 42.25804 -1.476813536 46.56409
## 805 6.212526951 -1.476813536 54.96912 -1.476813536 59.70484
## 806 0.481827716 -1.476813536 54.04616 -1.476813536 53.05117
## 807 -2.910148238 -1.476813536 49.49675 -1.476813536 45.10979
## 808 0.334458317 -1.476813536 51.41874 -1.476813536 50.27639
## 809 -2.545265708 -1.476813536 58.06359 -1.476813536 54.04151
## 810 4.176290635 -1.476813536 60.15767 -1.476813536 62.85715
## 811 0.802118140 -1.476813536 49.62207 -1.476813536 48.94737
## 812 -3.695334745 -1.476813536 54.62484 -1.476813536 49.45269
## 813 -1.360860268 -1.476813536 56.89699 -1.476813536 54.05931
## 814 0.682407698 -1.476813536 55.27660 -1.476813536 54.48220
## 815 0.281681550 -1.476813536 48.19627 -1.476813536 47.00113
## 816 -2.119107396 -1.476813536 49.30723 -1.476813536 45.71131
## 817 -1.648309838 -1.476813536 48.00440 -1.476813536 44.87928
## 818 -4.560631840 -1.476813536 63.37290 -1.476813536 57.33545
## 819 4.030301165 0.815037090 60.95677 0.815037090 65.80211
## 820 4.580670585 0.815037090 62.70106 0.815037090 68.09676
## 821 -1.117532026 0.815037090 60.57394 0.815037090 60.27145
## 822 0.741383214 0.815037090 53.78162 0.815037090 55.33804
## 823 3.186244999 0.815037090 46.51216 0.815037090 50.51345
## 824 0.868506332 0.815037090 54.79205 0.815037090 56.47560
## 825 -3.715876545 0.815037090 53.98237 0.815037090 51.08153
## 826 -1.637646679 0.815037090 40.45492 0.815037090 39.63231
## 827 -0.192230215 0.815037090 37.81783 0.815037090 38.44064
## 828 -4.002798999 0.815037090 60.54127 0.815037090 57.35351
## 829 -7.073796528 0.815037090 63.25020 0.815037090 56.99144
## 830 0.797963740 0.815037090 34.98098 0.815037090 36.59398
## 831 -3.517820344 0.815037090 60.62429 0.815037090 57.92150
## 832 -0.464363307 0.815037090 54.50156 0.815037090 54.85223
## 833 -0.206848583 0.815037090 35.91539 0.815037090 36.52358
## 834 1.833536117 0.815037090 54.44343 0.815037090 57.09200
## 835 -1.382685268 2.761914680 42.13817 2.761914680 43.51740
## 836 0.970711179 2.761914680 49.29894 2.761914680 53.03157
## 837 -2.081277604 2.761914680 40.97798 2.761914680 41.65862
## 838 -4.856768640 2.761914680 49.93418 2.761914680 47.83933
## 839 -4.183647972 2.761914680 49.14659 2.761914680 47.72485
## 840 -0.044652872 2.761914680 60.91089 2.761914680 63.62815
## 841 2.673109163 2.761914680 60.14683 2.761914680 65.58186
## 842 -5.530570123 2.761914680 66.32840 2.761914680 63.55975
## 843 -1.428181928 2.761914680 48.65000 2.761914680 49.98373
## 844 0.420506630 2.761914680 49.00957 2.761914680 52.19199
## 845 -3.330877090 2.761914680 37.34640 2.761914680 36.77744
## 846 2.419098600 2.761914680 53.16683 2.761914680 58.34784
## 847 3.896035983 2.761914680 41.23429 2.761914680 47.89224
## 848 -2.125960467 2.761914680 58.39532 2.761914680 59.03127
## 849 1.837594893 2.761914680 45.14971 2.761914680 49.74922
## 850 3.594589145 2.761914680 38.19324 2.761914680 44.54974
## 851 -4.364065336 2.761914680 56.47844 2.761914680 54.87629
## 852 -4.358222344 2.761914680 36.49626 2.761914680 34.89995
## 853 -3.441133762 2.761914680 50.15461 2.761914680 49.47539
## 854 0.135516626 2.761914680 64.24410 2.761914680 67.14153
## 855 -2.205231079 2.761914680 54.48467 2.761914680 55.04135
## 856 -1.566697703 2.761914680 66.42388 2.761914680 67.61909
## 857 1.586195624 -1.819927078 55.29097 -1.819927078 55.05724
## 858 8.076453297 -1.819927078 52.76818 -1.819927078 59.02471
## 859 0.569856831 -1.819927078 42.48963 -1.819927078 41.23956
## 860 -4.884701086 -1.819927078 44.95060 -1.819927078 38.24597
## 861 -2.577518798 -1.819927078 45.42532 -1.819927078 41.02787
## 862 -2.380485444 -1.819927078 60.25120 -1.819927078 56.05078
## 863 0.507300339 -1.819927078 44.72539 -1.819927078 43.41276
## 864 -0.702571660 -1.819927078 68.52272 -1.819927078 66.00022
## 865 -7.572034249 -1.819927078 48.73878 -1.819927078 39.34682
## 866 -2.305693900 -1.819927078 42.11432 -1.819927078 37.98870
## 867 1.958677424 -1.819927078 58.49853 -1.819927078 58.63728
## 868 -2.098462530 -1.819927078 57.86570 -1.819927078 53.94731
## 869 -2.514110378 -1.819927078 58.80339 -1.819927078 54.46935
## 870 -4.044092247 -1.819927078 72.51384 -1.819927078 66.64982
## 871 0.272284925 -1.819927078 60.29304 -1.819927078 58.74540
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## 873 -1.490437352 -1.819927078 44.11943 -1.819927078 40.80907
## 874 -5.898189232 -1.819927078 49.47715 -1.819927078 41.75904
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## 876 -0.157242815 -0.031129892 49.35728 -0.031129892 49.16891
## 877 -6.877186275 -0.031129892 48.50123 -0.031129892 41.59292
## 878 -0.135143652 -0.031129892 63.42524 -0.031129892 63.25897
## 879 -0.523264942 -0.031129892 55.08316 -0.031129892 54.52877
## 880 -1.852737477 -0.031129892 51.25344 -0.031129892 49.36957
## 881 3.171671252 -0.031129892 52.71662 -0.031129892 55.85716
## 882 -3.342241826 -0.031129892 48.30549 -0.031129892 44.93212
## 883 2.429376535 -0.031129892 51.15596 -0.031129892 53.55421
## 884 -4.010060855 -0.031129892 51.44914 -0.031129892 47.40795
## 885 -4.571962793 -0.031129892 46.60985 -0.031129892 42.00676
## 886 -2.158081102 -0.031129892 57.45494 -0.031129892 55.26572
## 887 -7.983633597 -0.031129892 55.67494 -0.031129892 47.66018
## 888 -3.098086778 -0.031129892 40.69913 -0.031129892 37.56991
## 889 -2.468540653 -0.031129892 45.35552 -0.031129892 42.85585
## 890 4.824457316 -0.031129892 48.52927 -0.031129892 53.32260
## 891 -4.290350200 -2.501223629 51.53379 -2.501223629 44.74222
## 892 -1.010535919 -2.501223629 50.48254 -2.501223629 46.97078
## 893 -2.594963375 -2.501223629 55.50765 -2.501223629 50.41146
## 894 4.422361026 -2.501223629 53.28654 -2.501223629 55.20768
## 895 2.345841243 -2.501223629 49.97310 -2.501223629 49.81771
## 896 -1.187988935 -2.501223629 40.01052 -2.501223629 36.32130
## 897 0.670447432 -2.501223629 41.74307 -2.501223629 39.91229
## 898 -2.491938437 -2.501223629 48.97024 -2.501223629 43.97708
## 899 4.923631589 -2.501223629 52.50153 -2.501223629 54.92393
## 900 -3.293409900 -2.501223629 50.47087 -2.501223629 44.67624
## 901 -4.501585925 -2.501223629 56.96608 -2.501223629 49.96327
## 902 -3.520611554 -2.501223629 55.27213 -2.501223629 49.25029
## 903 4.390012709 -2.501223629 39.74238 -2.501223629 41.63117
## 904 1.349915364 -2.501223629 65.12212 -2.501223629 63.97081
## 905 -3.019889510 -2.501223629 58.75829 -2.501223629 53.23717
## 906 1.849280811 -2.501223629 63.60019 -2.501223629 62.94825
## 907 5.321565131 -2.501223629 49.13620 -2.501223629 51.95654
## 908 -2.804611264 4.166542482 61.09088 4.166542482 62.45282
## 909 2.717393169 4.166542482 55.16538 4.166542482 62.04932
## 910 1.040632609 4.166542482 51.53627 4.166542482 56.74345
## 911 -5.705945684 4.166542482 53.99868 4.166542482 52.45928
## 912 4.354643480 4.166542482 56.68877 4.166542482 65.20995
## 913 1.592803970 4.166542482 51.59841 4.166542482 57.35776
## 914 1.687608202 4.166542482 46.04635 4.166542482 51.90050
## 915 -2.243493264 4.166542482 54.20227 4.166542482 56.12531
## 916 1.017391122 4.166542482 54.31283 4.166542482 59.49676
## 917 -3.686680700 4.166542482 56.40131 4.166542482 56.88117
## 918 2.902305453 4.166542482 63.43660 4.166542482 70.50545
## 919 6.765136817 4.166542482 58.29751 4.166542482 69.22919
## 920 -4.140309231 4.166542482 58.32755 4.166542482 58.35378
## 921 0.738486136 4.166542482 46.93714 4.166542482 51.84217
## 922 -3.117345512 4.166542482 52.36394 4.166542482 53.41313
## 923 -2.388071454 4.166542482 48.70533 4.166542482 50.48380
## 924 -3.350809908 4.166542482 47.74853 4.166542482 48.56426
## 925 -2.042629190 4.166542482 51.46740 4.166542482 53.59131
## 926 0.157033769 4.166542482 48.40190 4.166542482 52.72547
## 927 1.017351972 4.166542482 51.13723 4.166542482 56.32112
## 928 2.754835119 4.166542482 51.41731 4.166542482 58.33869
## 929 -5.828734224 -4.598359847 43.35914 -4.598359847 32.93205
## 930 7.775942767 -4.598359847 48.95866 -4.598359847 52.13624
## 931 -0.408389524 -4.598359847 48.42158 -4.598359847 43.41483
## 932 1.766901765 -4.598359847 55.29520 -4.598359847 52.46374
## 933 -1.693617705 -4.598359847 48.52053 -4.598359847 42.22856
## 934 -3.626549889 -4.598359847 37.15859 -4.598359847 28.93368
## 935 0.678717568 -4.598359847 48.19694 -4.598359847 44.27730
## 936 2.137576525 -4.598359847 48.45869 -4.598359847 45.99791
## 937 0.206840398 -4.598359847 54.51205 -4.598359847 50.12053
## 938 1.144721836 -4.598359847 51.72734 -4.598359847 48.27371
## 939 1.402478855 -4.598359847 56.97616 -4.598359847 53.78028
## 940 -1.652133510 -4.598359847 44.48005 -4.598359847 38.22956
## 941 -0.683151810 -4.598359847 36.68977 -4.598359847 31.40826
## 942 1.887994289 -4.598359847 42.64800 -4.598359847 39.93763
## 943 0.620548660 -4.598359847 57.43595 -4.598359847 53.45814
## 944 0.735526231 -4.598359847 59.59290 -4.598359847 55.73007
## 945 -4.952398847 -4.598359847 51.91246 -4.598359847 42.36170
## 946 5.099355869 -4.598359847 54.94076 -4.598359847 55.44176
## 947 3.416992979 -4.598359847 44.78247 -4.598359847 43.60111
## 948 -2.081355613 1.297740874 59.11675 1.297740874 58.33313
## 949 3.759949909 1.297740874 47.80191 1.297740874 52.85960
## 950 -3.591852726 1.297740874 48.91137 1.297740874 46.61726
## 951 -1.343361943 1.297740874 44.89489 1.297740874 44.84927
## 952 -1.782574150 1.297740874 44.06550 1.297740874 43.58066
## 953 0.149470945 1.297740874 70.22525 1.297740874 71.67247
## 954 -5.178002253 1.297740874 47.90588 1.297740874 44.02562
## 955 0.614470554 1.297740874 47.28842 1.297740874 49.20063
## 956 9.111196511 1.297740874 43.24209 1.297740874 53.65102
## 957 1.850120493 1.297740874 52.03032 1.297740874 55.17818
## 958 -3.453172918 1.297740874 57.55653 1.297740874 55.40109
## 959 0.272500816 1.297740874 51.80810 1.297740874 53.37834
## 960 -0.900930465 1.297740874 60.68719 1.297740874 61.08400
## 961 1.914167740 1.297740874 51.36550 1.297740874 54.57741
## 962 -5.738672994 1.297740874 43.98309 1.297740874 39.54216
## 963 5.135910919 -2.139796987 41.67240 -2.139796987 44.66852
## 964 0.527214265 -2.139796987 44.39035 -2.139796987 42.77777
## 965 4.475746536 -2.139796987 63.20422 -2.139796987 65.54016
## 966 -2.957613485 -2.139796987 52.12956 -2.139796987 47.03215
## 967 1.989408930 -2.139796987 40.31997 -2.139796987 40.16958
## 968 -4.334146039 -2.139796987 45.71397 -2.139796987 39.24003
## 969 -3.416547787 -2.139796987 48.24656 -2.139796987 42.69022
## 970 1.311065859 -2.139796987 38.98210 -2.139796987 38.15337
## 971 0.783260761 -2.139796987 52.75422 -2.139796987 51.39768
## 972 6.062519362 -2.139796987 53.07052 -2.139796987 56.99324
## 973 -1.971936833 -2.139796987 54.17772 -2.139796987 50.06598
## 974 0.250770324 -2.139796987 55.50218 -2.139796987 53.61316
## 975 -6.662594336 -2.139796987 64.44640 -2.139796987 55.64401
## 976 4.222999559 -2.139796987 53.83669 -2.139796987 55.91989
## 977 -6.119053425 -2.139796987 47.86803 -2.139796987 39.60918
## 978 -1.252727717 -2.139796987 40.05536 -2.139796987 36.66283
## 979 -3.907717390 -2.139796987 42.79620 -2.139796987 36.74869
## 980 -0.555229371 -2.139796987 45.99971 -2.139796987 43.30468
## 981 -0.054131292 -2.139796987 49.29902 -2.139796987 47.10509
## 982 -4.286112203 -2.139796987 45.29926 -2.139796987 38.87336
## 983 -1.757794227 -2.139796987 47.74946 -2.139796987 43.85187
## 984 -3.524904179 -2.139796987 61.37198 -2.139796987 55.70728
## 985 3.827270999 -2.139796987 37.87854 -2.139796987 39.56602
## 986 -3.800073239 -2.139796987 58.75282 -2.139796987 52.81295
## 987 -4.412473835 3.472616079 51.32893 3.472616079 50.38908
## 988 -0.176617143 3.472616079 47.13702 3.472616079 50.43302
## 989 -1.402200252 3.472616079 47.47731 3.472616079 49.54772
## 990 3.396190576 3.472616079 60.64396 3.472616079 67.51277
## 991 -3.036208512 3.472616079 54.11024 3.472616079 54.54665
## 992 4.915804711 3.472616079 59.87059 3.472616079 68.25901
## 993 3.518220932 3.472616079 35.68406 3.472616079 42.67490
## 994 -2.204836791 3.472616079 47.29049 3.472616079 48.55827
## 995 -0.427080607 3.472616079 48.67540 3.472616079 51.72094
## 996 5.710194980 3.472616079 51.99511 3.472616079 61.17792
## 997 2.154417180 3.472616079 61.63279 3.472616079 67.25983
## 998 2.687838344 3.472616079 54.33520 3.472616079 60.49566
## 999 -5.037272723 3.472616079 52.31370 3.472616079 50.74905
## 1000 0.158550115 3.472616079 53.32722 3.472616079 56.95839
## 1001 -3.362882555 3.472616079 68.44723 3.472616079 68.55696
## 1002 -3.668526175 3.472616079 58.48956 3.472616079 58.29365level1_samp <- sample(15:25, size = 50, replace = TRUE)
sim_arguments <- list(
formula = achievement ~ 1 + motivation + trt + age + ses + (1 | classroom),
fixed = list(
motivation = list(var_type = 'continuous',
mean = 0, sd = 20)
),
sample_size = list(level1 = level1_samp, level2 = 50),
error = list(variance = 10),
reg_weights = c(50, 0.4, 1.2, 0.1, 0.25),
randomeffect = list(int_classroom = list(variance = 5, var_level = 2)),
propensity = list(
formula = trt ~ 1 + age + ses + (1 | classroom),
fixed = list(age = list(var_type = 'ordinal',
levels = -7:7),
ses = list(var_type = 'continuous',
mean = 0, sd = 5,
var_level = 2)),
sample_size = list(level1 = level1_samp, level2 = 50),
error = list(variance = 5),
randomeffect = list(int_classroom = list(variance = 5, var_level = 2)),
reg_weights = c(2, 0.3, -0.5),
outcome_type = 'binary',
outcome_level = 2
)
)
simulate_fixed(data = NULL, sim_args = sim_arguments) |>
simulate_error(sim_args = sim_arguments) |>
simulate_randomeffect(sim_args = sim_arguments) |>
generate_response(sim_arguments)## X.Intercept. motivation trt age ses level1_id classroom
## 1 1 8.362703903 1 -1 3.56180656 1 1
## 2 1 21.347712708 1 -2 3.56180656 2 1
## 3 1 -14.500010604 1 -2 3.56180656 3 1
## 4 1 -3.445832112 1 5 3.56180656 4 1
## 5 1 -9.674766651 1 -5 3.56180656 5 1
## 6 1 5.922827530 1 -4 3.56180656 6 1
## 7 1 10.160513453 1 1 3.56180656 7 1
## 8 1 9.728839434 1 5 3.56180656 8 1
## 9 1 -21.790061359 1 2 3.56180656 9 1
## 10 1 20.819840174 1 1 3.56180656 10 1
## 11 1 8.195049503 1 -4 3.56180656 11 1
## 12 1 21.594604516 1 -5 3.56180656 12 1
## 13 1 18.318473315 1 3 3.56180656 13 1
## 14 1 4.005825016 1 5 3.56180656 14 1
## 15 1 -0.770848099 1 -1 3.56180656 15 1
## 16 1 -4.788833344 1 -5 3.56180656 16 1
## 17 1 6.121119491 1 -3 3.56180656 17 1
## 18 1 2.674054320 1 1 3.56180656 18 1
## 19 1 11.432728770 1 -5 -5.85994564 1 2
## 20 1 22.346784796 1 -5 -5.85994564 2 2
## 21 1 -42.982078454 1 -4 -5.85994564 3 2
## 22 1 -24.526399135 1 -7 -5.85994564 4 2
## 23 1 24.584948178 1 -4 -5.85994564 5 2
## 24 1 19.903883476 1 -5 -5.85994564 6 2
## 25 1 -5.704767742 1 -4 -5.85994564 7 2
## 26 1 -8.246713128 1 4 -5.85994564 8 2
## 27 1 28.409033979 1 7 -5.85994564 9 2
## 28 1 -27.835203222 1 4 -5.85994564 10 2
## 29 1 5.207305003 1 6 -5.85994564 11 2
## 30 1 -22.510560001 1 -3 -5.85994564 12 2
## 31 1 28.174686006 1 -5 -5.85994564 13 2
## 32 1 17.863058966 1 3 -5.85994564 14 2
## 33 1 -1.747494019 1 2 -5.85994564 15 2
## 34 1 -19.995876550 1 3 -5.85994564 16 2
## 35 1 1.001148110 1 -2 -5.85994564 17 2
## 36 1 43.427259399 1 0 -5.85994564 18 2
## 37 1 31.299973449 0 5 9.30329453 1 3
## 38 1 -0.334212607 0 5 9.30329453 2 3
## 39 1 29.669314498 0 7 9.30329453 3 3
## 40 1 28.641939852 0 -3 9.30329453 4 3
## 41 1 -8.997634540 0 -6 9.30329453 5 3
## 42 1 -7.636157567 0 0 9.30329453 6 3
## 43 1 23.846493830 0 7 9.30329453 7 3
## 44 1 17.849555880 0 -3 9.30329453 8 3
## 45 1 13.312470567 0 -2 9.30329453 9 3
## 46 1 -35.046914510 0 7 9.30329453 10 3
## 47 1 -7.428490602 0 -6 9.30329453 11 3
## 48 1 11.750760153 0 -2 9.30329453 12 3
## 49 1 35.870155944 0 5 9.30329453 13 3
## 50 1 -18.841619717 0 6 9.30329453 14 3
## 51 1 6.253482128 0 -3 9.30329453 15 3
## 52 1 18.178924041 0 2 9.30329453 16 3
## 53 1 -3.470192431 0 -1 9.30329453 17 3
## 54 1 45.674064233 0 0 9.30329453 18 3
## 55 1 -34.400209483 0 3 9.30329453 19 3
## 56 1 17.342144827 0 3 9.30329453 20 3
## 57 1 -55.242448513 0 3 9.30329453 21 3
## 58 1 -31.631631066 0 -5 9.30329453 22 3
## 59 1 34.682520715 0 -2 9.30329453 23 3
## 60 1 -15.949798174 1 -4 2.66688166 1 4
## 61 1 -1.794145564 1 -7 2.66688166 2 4
## 62 1 -1.926133414 1 -6 2.66688166 3 4
## 63 1 -14.096608032 1 7 2.66688166 4 4
## 64 1 -8.824123805 1 -2 2.66688166 5 4
## 65 1 26.170554247 1 7 2.66688166 6 4
## 66 1 8.975721058 1 -1 2.66688166 7 4
## 67 1 -36.160083221 1 -5 2.66688166 8 4
## 68 1 48.123931618 1 -5 2.66688166 9 4
## 69 1 9.883988817 1 -5 2.66688166 10 4
## 70 1 23.278610093 1 -1 2.66688166 11 4
## 71 1 -2.768236187 1 -3 2.66688166 12 4
## 72 1 10.532490676 1 7 2.66688166 13 4
## 73 1 -7.007625737 1 -5 2.66688166 14 4
## 74 1 -27.357298569 1 1 2.66688166 15 4
## 75 1 -50.411509030 1 7 2.66688166 16 4
## 76 1 33.290791946 1 3 2.66688166 17 4
## 77 1 10.084898255 1 -4 -2.78894256 1 5
## 78 1 -0.557088860 1 2 -2.78894256 2 5
## 79 1 5.189510923 1 6 -2.78894256 3 5
## 80 1 -10.829268173 1 7 -2.78894256 4 5
## 81 1 -3.368488515 1 6 -2.78894256 5 5
## 82 1 8.446846222 1 -3 -2.78894256 6 5
## 83 1 10.081710464 1 5 -2.78894256 7 5
## 84 1 0.919897170 1 1 -2.78894256 8 5
## 85 1 -20.444543289 1 -7 -2.78894256 9 5
## 86 1 -11.860876841 1 -1 -2.78894256 10 5
## 87 1 5.018334605 1 0 -2.78894256 11 5
## 88 1 -16.993247389 1 -6 -2.78894256 12 5
## 89 1 13.711990944 1 7 -2.78894256 13 5
## 90 1 11.954320308 1 1 -2.78894256 14 5
## 91 1 0.936467351 1 -1 -2.78894256 15 5
## 92 1 18.187400527 1 0 -2.78894256 16 5
## 93 1 11.307064566 1 -3 -2.78894256 17 5
## 94 1 11.969463691 1 -5 -2.78894256 18 5
## 95 1 -5.804741928 1 3 -2.78894256 19 5
## 96 1 -16.295940324 1 -7 -2.78894256 20 5
## 97 1 19.502410336 1 -2 -2.78894256 21 5
## 98 1 40.235839377 1 -7 -2.78894256 22 5
## 99 1 33.853833909 1 0 -2.78894256 23 5
## 100 1 0.811897970 1 1 -2.78894256 24 5
## 101 1 0.270244834 1 -3 -0.25470114 1 6
## 102 1 19.037252024 1 -2 -0.25470114 2 6
## 103 1 17.406001919 1 3 -0.25470114 3 6
## 104 1 -26.447794648 1 0 -0.25470114 4 6
## 105 1 -8.101620320 1 2 -0.25470114 5 6
## 106 1 22.474485849 1 4 -0.25470114 6 6
## 107 1 6.503565789 1 1 -0.25470114 7 6
## 108 1 -9.716450744 1 -6 -0.25470114 8 6
## 109 1 21.119548194 1 2 -0.25470114 9 6
## 110 1 1.882024230 1 -2 -0.25470114 10 6
## 111 1 -16.193527534 1 0 -0.25470114 11 6
## 112 1 -9.000762817 1 -2 -0.25470114 12 6
## 113 1 -17.788457558 1 4 -0.25470114 13 6
## 114 1 16.131010101 1 1 -0.25470114 14 6
## 115 1 -21.148681566 1 -3 -0.25470114 15 6
## 116 1 -29.625501458 1 0 -0.25470114 16 6
## 117 1 12.049225919 1 -5 -2.20036649 1 7
## 118 1 12.874668504 1 6 -2.20036649 2 7
## 119 1 4.460424842 1 -7 -2.20036649 3 7
## 120 1 -13.276804406 1 -5 -2.20036649 4 7
## 121 1 22.317291947 1 5 -2.20036649 5 7
## 122 1 -23.875466707 1 -1 -2.20036649 6 7
## 123 1 14.992256919 1 -1 -2.20036649 7 7
## 124 1 5.795765096 1 4 -2.20036649 8 7
## 125 1 -0.312074832 1 1 -2.20036649 9 7
## 126 1 -3.974310362 1 4 -2.20036649 10 7
## 127 1 23.113730642 1 2 -2.20036649 11 7
## 128 1 -6.521549454 1 7 -2.20036649 12 7
## 129 1 5.412527866 1 5 -2.20036649 13 7
## 130 1 25.470222959 1 -7 -2.20036649 14 7
## 131 1 20.670804668 1 5 -2.20036649 15 7
## 132 1 -7.129298187 1 -3 -2.20036649 16 7
## 133 1 21.238787348 1 3 -2.20036649 17 7
## 134 1 27.149914400 1 -2 -2.20036649 18 7
## 135 1 -10.869183090 1 -4 -2.20036649 19 7
## 136 1 -5.488138421 1 -6 -4.70304374 1 8
## 137 1 -31.960780619 1 -1 -4.70304374 2 8
## 138 1 32.445151123 1 6 -4.70304374 3 8
## 139 1 3.940040776 1 -1 -4.70304374 4 8
## 140 1 -3.819352804 1 -1 -4.70304374 5 8
## 141 1 -4.196873169 1 0 -4.70304374 6 8
## 142 1 22.808151466 1 4 -4.70304374 7 8
## 143 1 36.498656930 1 -7 -4.70304374 8 8
## 144 1 15.266571830 1 -5 -4.70304374 9 8
## 145 1 -28.584693383 1 0 -4.70304374 10 8
## 146 1 6.461847987 1 2 -4.70304374 11 8
## 147 1 -8.396075848 1 -1 -4.70304374 12 8
## 148 1 -7.629616444 1 0 -4.70304374 13 8
## 149 1 13.095557702 1 2 -4.70304374 14 8
## 150 1 -16.798169379 1 2 -4.70304374 15 8
## 151 1 45.874961379 1 1 -4.70304374 16 8
## 152 1 4.837391784 1 5 -4.70304374 17 8
## 153 1 -10.597041581 1 5 -4.70304374 18 8
## 154 1 -10.683204614 1 2 -4.70304374 19 8
## 155 1 0.148373602 1 6 -1.53777856 1 9
## 156 1 3.120782547 1 -3 -1.53777856 2 9
## 157 1 28.244033508 1 6 -1.53777856 3 9
## 158 1 -9.388501435 1 -3 -1.53777856 4 9
## 159 1 -53.913673039 1 -6 -1.53777856 5 9
## 160 1 13.707811618 1 0 -1.53777856 6 9
## 161 1 15.124559425 1 4 -1.53777856 7 9
## 162 1 14.011347921 1 -2 -1.53777856 8 9
## 163 1 6.049521924 1 -6 -1.53777856 9 9
## 164 1 1.478987406 1 -2 -1.53777856 10 9
## 165 1 30.564857728 1 4 -1.53777856 11 9
## 166 1 -14.833068349 1 6 -1.53777856 12 9
## 167 1 21.232099638 1 7 -1.53777856 13 9
## 168 1 2.974783459 1 1 -1.53777856 14 9
## 169 1 23.375945882 1 -7 -1.53777856 15 9
## 170 1 10.364695109 1 3 -1.53777856 16 9
## 171 1 17.927597535 1 5 -1.53777856 17 9
## 172 1 -14.567918036 1 -1 -1.53777856 18 9
## 173 1 6.248067760 1 -7 -1.53777856 19 9
## 174 1 -8.512603014 0 4 1.70008508 1 10
## 175 1 -18.996854979 0 -2 1.70008508 2 10
## 176 1 10.734678561 0 -6 1.70008508 3 10
## 177 1 -10.237443005 0 -3 1.70008508 4 10
## 178 1 7.250017952 0 0 1.70008508 5 10
## 179 1 -9.414717094 0 7 1.70008508 6 10
## 180 1 0.538457915 0 5 1.70008508 7 10
## 181 1 38.943260123 0 -3 1.70008508 8 10
## 182 1 -27.813182471 0 2 1.70008508 9 10
## 183 1 22.651056781 0 5 1.70008508 10 10
## 184 1 25.488598832 0 1 1.70008508 11 10
## 185 1 45.340832661 0 -6 1.70008508 12 10
## 186 1 12.446419317 0 0 1.70008508 13 10
## 187 1 -2.544788484 0 2 1.70008508 14 10
## 188 1 21.408271873 0 5 1.70008508 15 10
## 189 1 29.720026261 0 3 1.70008508 16 10
## 190 1 16.587353918 0 -6 1.70008508 17 10
## 191 1 12.246425071 0 0 1.70008508 18 10
## 192 1 -30.748563924 0 -7 1.70008508 19 10
## 193 1 -10.633740765 0 7 1.70008508 20 10
## 194 1 -40.716401932 0 -3 1.70008508 21 10
## 195 1 3.778824576 0 5 1.70008508 22 10
## 196 1 16.022508426 0 1 1.70008508 23 10
## 197 1 2.126912891 0 2 1.70008508 24 10
## 198 1 -17.721193750 0 -4 1.70008508 25 10
## 199 1 -4.957131176 1 -6 1.39113715 1 11
## 200 1 22.262947393 1 -4 1.39113715 2 11
## 201 1 -15.312245551 1 -1 1.39113715 3 11
## 202 1 -18.702829855 1 -5 1.39113715 4 11
## 203 1 -21.993824435 1 -1 1.39113715 5 11
## 204 1 16.221807480 1 3 1.39113715 6 11
## 205 1 13.170614691 1 6 1.39113715 7 11
## 206 1 3.765671208 1 2 1.39113715 8 11
## 207 1 33.365698694 1 5 1.39113715 9 11
## 208 1 -24.054109672 1 7 1.39113715 10 11
## 209 1 -31.886759632 1 -7 1.39113715 11 11
## 210 1 10.093981439 1 -4 1.39113715 12 11
## 211 1 2.132794728 1 0 1.39113715 13 11
## 212 1 15.298353303 1 -6 1.39113715 14 11
## 213 1 -4.003717705 1 4 1.39113715 15 11
## 214 1 11.124585415 1 -3 1.39113715 16 11
## 215 1 -18.288376311 1 -6 1.39113715 17 11
## 216 1 24.657119869 1 -6 1.39113715 18 11
## 217 1 11.874930548 1 6 1.39113715 19 11
## 218 1 1.144227690 1 6 -0.05062113 1 12
## 219 1 -29.059403949 1 1 -0.05062113 2 12
## 220 1 -2.462591057 1 6 -0.05062113 3 12
## 221 1 -39.546119665 1 -7 -0.05062113 4 12
## 222 1 2.495095045 1 -1 -0.05062113 5 12
## 223 1 -22.420649216 1 6 -0.05062113 6 12
## 224 1 -6.948667195 1 3 -0.05062113 7 12
## 225 1 -29.383738109 1 -5 -0.05062113 8 12
## 226 1 -0.352094495 1 6 -0.05062113 9 12
## 227 1 15.259842822 1 -5 -0.05062113 10 12
## 228 1 5.892375143 1 0 -0.05062113 11 12
## 229 1 -8.032302127 1 -6 -0.05062113 12 12
## 230 1 -3.346527911 1 5 -0.05062113 13 12
## 231 1 -3.041497223 1 -3 -0.05062113 14 12
## 232 1 9.586212358 1 -5 -0.05062113 15 12
## 233 1 -0.583288352 1 0 -0.05062113 16 12
## 234 1 44.253175052 1 0 -0.05062113 17 12
## 235 1 -20.977541475 1 -2 -0.05062113 18 12
## 236 1 -9.450250442 1 5 -0.05062113 19 12
## 237 1 -17.638440108 1 -5 -0.05062113 20 12
## 238 1 -9.925609820 1 2 -0.05062113 21 12
## 239 1 -16.823384300 1 1 -0.05062113 22 12
## 240 1 3.376542090 1 -4 -0.05062113 23 12
## 241 1 -27.349647423 1 0 -0.05062113 24 12
## 242 1 -1.039322058 0 2 0.50326358 1 13
## 243 1 -15.411665331 0 -5 0.50326358 2 13
## 244 1 -12.684255439 0 -6 0.50326358 3 13
## 245 1 41.439599171 0 7 0.50326358 4 13
## 246 1 -12.276360083 0 0 0.50326358 5 13
## 247 1 -1.658037351 0 2 0.50326358 6 13
## 248 1 2.011232185 0 -5 0.50326358 7 13
## 249 1 22.968672073 0 -3 0.50326358 8 13
## 250 1 -4.469706478 0 2 0.50326358 9 13
## 251 1 -17.432316296 0 -7 0.50326358 10 13
## 252 1 20.485286660 0 7 0.50326358 11 13
## 253 1 -8.270539087 0 -3 0.50326358 12 13
## 254 1 -10.978684699 0 4 0.50326358 13 13
## 255 1 -2.512941135 0 1 0.50326358 14 13
## 256 1 -10.503037379 0 -1 0.50326358 15 13
## 257 1 -13.146109951 0 1 0.50326358 16 13
## 258 1 -4.480907696 0 -5 0.50326358 17 13
## 259 1 18.240459653 0 -3 0.50326358 18 13
## 260 1 -8.889346302 0 4 0.50326358 19 13
## 261 1 -4.348488237 0 -5 0.50326358 20 13
## 262 1 -23.782127300 0 0 0.50326358 21 13
## 263 1 19.442898674 1 3 -2.66080003 1 14
## 264 1 -24.319147333 1 0 -2.66080003 2 14
## 265 1 11.307831351 1 4 -2.66080003 3 14
## 266 1 -4.200614104 1 -1 -2.66080003 4 14
## 267 1 8.141573101 1 2 -2.66080003 5 14
## 268 1 -47.321572837 1 7 -2.66080003 6 14
## 269 1 -24.030911556 1 -4 -2.66080003 7 14
## 270 1 -5.891769644 1 7 -2.66080003 8 14
## 271 1 -29.417132023 1 6 -2.66080003 9 14
## 272 1 -12.078497139 1 6 -2.66080003 10 14
## 273 1 -23.124250191 1 5 -2.66080003 11 14
## 274 1 -6.363126624 1 -6 -2.66080003 12 14
## 275 1 20.944218699 1 4 -2.66080003 13 14
## 276 1 34.801656352 1 -2 -2.66080003 14 14
## 277 1 -30.213612586 1 6 -2.66080003 15 14
## 278 1 -12.439620511 1 7 -3.96798927 1 15
## 279 1 -10.896347311 1 1 -3.96798927 2 15
## 280 1 1.609436988 1 -4 -3.96798927 3 15
## 281 1 -10.748126052 1 -5 -3.96798927 4 15
## 282 1 1.221695582 1 -6 -3.96798927 5 15
## 283 1 10.677659313 1 -2 -3.96798927 6 15
## 284 1 8.347077743 1 -7 -3.96798927 7 15
## 285 1 -21.354809513 1 -5 -3.96798927 8 15
## 286 1 -22.209221666 1 4 -3.96798927 9 15
## 287 1 -18.582515290 1 -5 -3.96798927 10 15
## 288 1 -2.334529342 1 4 -3.96798927 11 15
## 289 1 23.103684775 1 -1 -3.96798927 12 15
## 290 1 2.429368517 1 0 -3.96798927 13 15
## 291 1 -1.608028709 1 -4 -3.96798927 14 15
## 292 1 -14.302628436 1 -5 -3.96798927 15 15
## 293 1 1.460009672 1 0 -3.96798927 16 15
## 294 1 32.653974373 1 7 1.93115554 1 16
## 295 1 31.658379884 1 1 1.93115554 2 16
## 296 1 -2.559841864 1 -4 1.93115554 3 16
## 297 1 17.195873955 1 -7 1.93115554 4 16
## 298 1 24.731988480 1 -7 1.93115554 5 16
## 299 1 20.883709428 1 4 1.93115554 6 16
## 300 1 12.143649739 1 -2 1.93115554 7 16
## 301 1 37.029490035 1 3 1.93115554 8 16
## 302 1 13.832179425 1 -2 1.93115554 9 16
## 303 1 7.087860459 1 -1 1.93115554 10 16
## 304 1 9.356787085 1 5 1.93115554 11 16
## 305 1 -13.122536302 1 6 1.93115554 12 16
## 306 1 11.370566117 1 4 1.93115554 13 16
## 307 1 26.254410622 1 6 1.93115554 14 16
## 308 1 -21.319301020 1 3 1.93115554 15 16
## 309 1 -7.103917348 1 -1 1.93115554 16 16
## 310 1 -24.737655423 1 -7 1.93115554 17 16
## 311 1 -20.816081635 0 5 2.72726993 1 17
## 312 1 6.335502601 0 -7 2.72726993 2 17
## 313 1 24.642258689 0 -3 2.72726993 3 17
## 314 1 -50.251208215 0 1 2.72726993 4 17
## 315 1 6.670811120 0 -7 2.72726993 5 17
## 316 1 -45.863984695 0 3 2.72726993 6 17
## 317 1 10.390752017 0 1 2.72726993 7 17
## 318 1 10.718716259 0 -2 2.72726993 8 17
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## 688 1 10.393857682 1 0 -5.81710630 17 35
## 689 1 41.649084233 0 0 1.69993863 1 36
## 690 1 -18.898264180 0 2 1.69993863 2 36
## 691 1 6.881512427 0 -4 1.69993863 3 36
## 692 1 9.737195349 0 -1 1.69993863 4 36
## 693 1 -15.211429943 0 -6 1.69993863 5 36
## 694 1 -4.641582426 0 1 1.69993863 6 36
## 695 1 22.285220756 0 -2 1.69993863 7 36
## 696 1 8.034482464 0 -6 1.69993863 8 36
## 697 1 4.847964590 0 4 1.69993863 9 36
## 698 1 47.667389848 0 -7 1.69993863 10 36
## 699 1 -27.258899548 0 3 1.69993863 11 36
## 700 1 -24.687814212 0 -5 1.69993863 12 36
## 701 1 -3.942116095 0 -3 1.69993863 13 36
## 702 1 -31.993634128 0 -2 1.69993863 14 36
## 703 1 -42.187145891 0 -4 1.69993863 15 36
## 704 1 39.044821799 1 -5 -6.91235126 1 37
## 705 1 12.614303981 1 6 -6.91235126 2 37
## 706 1 -30.367142691 1 6 -6.91235126 3 37
## 707 1 -4.463591371 1 3 -6.91235126 4 37
## 708 1 -8.946135591 1 6 -6.91235126 5 37
## 709 1 0.993476020 1 0 -6.91235126 6 37
## 710 1 -10.453718584 1 7 -6.91235126 7 37
## 711 1 -2.408744241 1 2 -6.91235126 8 37
## 712 1 -10.872975084 1 3 -6.91235126 9 37
## 713 1 -6.720680697 1 -4 -6.91235126 10 37
## 714 1 -9.526136701 1 3 -6.91235126 11 37
## 715 1 4.819985649 1 2 -6.91235126 12 37
## 716 1 -25.620066532 1 0 -6.91235126 13 37
## 717 1 10.642110515 1 4 -6.91235126 14 37
## 718 1 -22.761642864 1 -4 -6.91235126 15 37
## 719 1 -14.024116206 1 2 -6.91235126 16 37
## 720 1 -58.394741732 1 -1 -6.91235126 17 37
## 721 1 10.241989920 1 -5 -6.91235126 18 37
## 722 1 -7.998627993 1 -6 -6.91235126 19 37
## 723 1 27.800522350 1 6 -6.91235126 20 37
## 724 1 42.265349703 1 -5 -0.23993108 1 38
## 725 1 3.895513856 1 3 -0.23993108 2 38
## 726 1 15.893295216 1 2 -0.23993108 3 38
## 727 1 21.901282454 1 7 -0.23993108 4 38
## 728 1 -36.589437063 1 4 -0.23993108 5 38
## 729 1 24.354798546 1 -3 -0.23993108 6 38
## 730 1 6.846987856 1 -3 -0.23993108 7 38
## 731 1 13.029981130 1 3 -0.23993108 8 38
## 732 1 -21.824974168 1 -5 -0.23993108 9 38
## 733 1 22.976677026 1 3 -0.23993108 10 38
## 734 1 -10.370912800 1 -3 -0.23993108 11 38
## 735 1 -5.575000541 1 2 -0.23993108 12 38
## 736 1 43.255186607 1 -5 -0.23993108 13 38
## 737 1 -35.201895436 1 1 -0.23993108 14 38
## 738 1 -35.745653708 1 -7 -0.23993108 15 38
## 739 1 -23.067012749 1 -4 -0.23993108 16 38
## 740 1 -5.595881596 1 5 -0.23993108 17 38
## 741 1 3.694964391 1 -1 -0.23993108 18 38
## 742 1 -25.534571051 1 3 -0.23993108 19 38
## 743 1 25.737471845 1 -4 3.30639389 1 39
## 744 1 32.713435575 1 -4 3.30639389 2 39
## 745 1 -37.340616333 1 -4 3.30639389 3 39
## 746 1 -3.806618942 1 3 3.30639389 4 39
## 747 1 -9.091046553 1 0 3.30639389 5 39
## 748 1 -9.536781789 1 -7 3.30639389 6 39
## 749 1 -33.361797171 1 -2 3.30639389 7 39
## 750 1 -3.099942907 1 -3 3.30639389 8 39
## 751 1 21.468642818 1 -7 3.30639389 9 39
## 752 1 -1.313388686 1 5 3.30639389 10 39
## 753 1 18.051709954 1 -3 3.30639389 11 39
## 754 1 -10.957341561 1 -5 3.30639389 12 39
## 755 1 -5.873315584 1 -4 3.30639389 13 39
## 756 1 32.577112831 1 6 3.30639389 14 39
## 757 1 3.595669327 1 3 3.30639389 15 39
## 758 1 36.753898782 1 -1 3.30639389 16 39
## 759 1 17.428990859 1 6 3.30639389 17 39
## 760 1 -9.923557132 1 3 3.30639389 18 39
## 761 1 -10.479398999 1 6 3.30639389 19 39
## 762 1 -50.271412983 1 -3 3.30639389 20 39
## 763 1 10.395972089 1 -1 3.30639389 21 39
## 764 1 -12.014792205 1 -3 3.30639389 22 39
## 765 1 -12.407392685 1 5 3.30639389 23 39
## 766 1 -7.545197513 1 5 3.30639389 24 39
## 767 1 2.377765171 1 1 3.30639389 25 39
## 768 1 -18.806231366 0 -1 2.36250497 1 40
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## 770 1 1.277486138 0 -4 2.36250497 3 40
## 771 1 5.262206401 0 1 2.36250497 4 40
## 772 1 30.514809385 0 -3 2.36250497 5 40
## 773 1 45.663625052 0 3 2.36250497 6 40
## 774 1 19.083128213 0 -6 2.36250497 7 40
## 775 1 -26.334935829 0 -7 2.36250497 8 40
## 776 1 6.082678173 0 4 2.36250497 9 40
## 777 1 -12.868935448 0 7 2.36250497 10 40
## 778 1 4.465376894 0 -2 2.36250497 11 40
## 779 1 -9.247311814 0 -6 2.36250497 12 40
## 780 1 17.412768934 0 3 2.36250497 13 40
## 781 1 1.904012558 0 -7 2.36250497 14 40
## 782 1 19.975548775 0 4 2.36250497 15 40
## 783 1 -2.527290837 0 3 2.36250497 16 40
## 784 1 -14.900232843 0 -7 2.36250497 17 40
## 785 1 -14.397079147 0 6 2.36250497 18 40
## 786 1 12.243563515 0 4 2.36250497 19 40
## 787 1 -9.844469951 0 6 2.36250497 20 40
## 788 1 -18.372896249 0 -4 2.36250497 21 40
## 789 1 19.972640546 0 0 2.36250497 22 40
## 790 1 2.292716689 0 1 2.36250497 23 40
## 791 1 -30.189572732 0 6 2.36250497 24 40
## 792 1 15.712954085 0 -2 2.36250497 25 40
## 793 1 -36.465169802 1 4 7.41182270 1 41
## 794 1 -15.766348684 1 -7 7.41182270 2 41
## 795 1 -32.413382757 1 -7 7.41182270 3 41
## 796 1 2.601840801 1 -6 7.41182270 4 41
## 797 1 48.410495688 1 -5 7.41182270 5 41
## 798 1 -3.785442396 1 -3 7.41182270 6 41
## 799 1 -21.698585166 1 -6 7.41182270 7 41
## 800 1 11.398476967 1 5 7.41182270 8 41
## 801 1 -3.413732975 1 -6 7.41182270 9 41
## 802 1 -35.593127187 1 -5 7.41182270 10 41
## 803 1 18.796011231 1 2 7.41182270 11 41
## 804 1 17.901857724 1 1 7.41182270 12 41
## 805 1 -4.753986540 1 6 7.41182270 13 41
## 806 1 -12.331528168 1 6 7.41182270 14 41
## 807 1 -0.273633970 1 -1 7.41182270 15 41
## 808 1 -22.222382855 1 -7 7.41182270 16 41
## 809 1 11.327009894 1 5 7.41182270 17 41
## 810 1 7.170480551 1 6 7.41182270 18 41
## 811 1 9.124757540 1 -6 7.41182270 19 41
## 812 1 24.591235778 1 -7 7.41182270 20 41
## 813 1 2.568916329 1 -3 7.41182270 21 41
## 814 1 31.282066881 1 7 7.41182270 22 41
## 815 1 -60.589422589 1 3 7.41182270 23 41
## 816 1 31.962416778 1 3 7.41182270 24 41
## 817 1 -1.233688102 1 1 -0.07507656 1 42
## 818 1 -16.954374754 1 1 -0.07507656 2 42
## 819 1 21.926883226 1 5 -0.07507656 3 42
## 820 1 4.962403236 1 -6 -0.07507656 4 42
## 821 1 -39.297972727 1 -5 -0.07507656 5 42
## 822 1 -0.140699193 1 6 -0.07507656 6 42
## 823 1 0.653580864 1 6 -0.07507656 7 42
## 824 1 -15.021999883 1 -6 -0.07507656 8 42
## 825 1 6.509827340 1 5 -0.07507656 9 42
## 826 1 -37.183170618 1 6 -0.07507656 10 42
## 827 1 18.519943798 1 -2 -0.07507656 11 42
## 828 1 23.320268858 1 4 -0.07507656 12 42
## 829 1 14.342886431 1 5 -0.07507656 13 42
## 830 1 -4.591135216 1 3 -0.07507656 14 42
## 831 1 -3.803021619 1 -5 -0.07507656 15 42
## 832 1 0.645700834 1 -7 -0.07507656 16 42
## 833 1 -12.458777537 1 4 -0.07507656 17 42
## 834 1 -13.597364349 1 4 -0.07507656 18 42
## 835 1 4.300394826 0 -3 -1.06868827 1 43
## 836 1 26.441347552 0 0 -1.06868827 2 43
## 837 1 7.302232030 0 4 -1.06868827 3 43
## 838 1 -5.983669823 0 -7 -1.06868827 4 43
## 839 1 4.226062009 0 -2 -1.06868827 5 43
## 840 1 36.669170441 0 -2 -1.06868827 6 43
## 841 1 0.260466364 0 3 -1.06868827 7 43
## 842 1 12.290552663 0 7 -1.06868827 8 43
## 843 1 -12.803772342 0 -5 -1.06868827 9 43
## 844 1 -1.400023155 0 1 -1.06868827 10 43
## 845 1 -13.156017232 0 -6 -1.06868827 11 43
## 846 1 1.459186039 0 -6 -1.06868827 12 43
## 847 1 2.835643631 0 -4 -1.06868827 13 43
## 848 1 34.230198256 0 5 -1.06868827 14 43
## 849 1 16.061207131 0 5 -1.06868827 15 43
## 850 1 3.142603841 0 -1 -1.06868827 16 43
## 851 1 2.315335464 0 -1 -1.06868827 17 43
## 852 1 9.213256353 0 6 -1.06868827 18 43
## 853 1 -33.638863118 0 -4 -1.06868827 19 43
## 854 1 -4.378766259 0 3 -1.06868827 20 43
## 855 1 -18.254906823 0 -4 7.02359738 1 44
## 856 1 4.352201092 0 -6 7.02359738 2 44
## 857 1 2.476068725 0 -7 7.02359738 3 44
## 858 1 -9.740662150 0 3 7.02359738 4 44
## 859 1 -22.892689704 0 -1 7.02359738 5 44
## 860 1 -12.273195688 0 5 7.02359738 6 44
## 861 1 12.366078400 0 -6 7.02359738 7 44
## 862 1 5.422977920 0 -5 7.02359738 8 44
## 863 1 17.073219162 0 -2 7.02359738 9 44
## 864 1 15.636577815 0 7 7.02359738 10 44
## 865 1 -22.838920798 0 -5 7.02359738 11 44
## 866 1 -12.440514719 0 4 7.02359738 12 44
## 867 1 40.371303421 0 7 7.02359738 13 44
## 868 1 -23.252556684 0 0 7.02359738 14 44
## 869 1 -39.615302598 0 1 7.02359738 15 44
## 870 1 3.139997442 0 -2 7.02359738 16 44
## 871 1 25.265879103 1 -4 4.85830330 1 45
## 872 1 18.421049670 1 -4 4.85830330 2 45
## 873 1 7.721980141 1 -5 4.85830330 3 45
## 874 1 -34.411222657 1 0 4.85830330 4 45
## 875 1 14.915273662 1 4 4.85830330 5 45
## 876 1 -15.978386272 1 0 4.85830330 6 45
## 877 1 20.772448075 1 -7 4.85830330 7 45
## 878 1 -11.992333150 1 -3 4.85830330 8 45
## 879 1 3.706083481 1 4 4.85830330 9 45
## 880 1 -23.093830124 1 -6 4.85830330 10 45
## 881 1 5.242794451 1 2 4.85830330 11 45
## 882 1 11.337420537 1 -6 4.85830330 12 45
## 883 1 -28.872943259 1 -7 4.85830330 13 45
## 884 1 26.910803608 1 -2 4.85830330 14 45
## 885 1 -11.366294310 1 0 4.85830330 15 45
## 886 1 -18.237986424 1 -3 4.85830330 16 45
## 887 1 -28.334302001 1 5 4.85830330 17 45
## 888 1 27.405128143 1 7 4.85830330 18 45
## 889 1 -7.941371801 1 3 4.85830330 19 45
## 890 1 2.798587033 1 -2 4.85830330 20 45
## 891 1 -11.858123840 1 -6 4.85830330 21 45
## 892 1 4.727439056 1 -4 4.85830330 22 45
## 893 1 13.130863189 1 -5 4.85830330 23 45
## 894 1 32.343220220 0 -5 6.11269482 1 46
## 895 1 34.397709923 0 -5 6.11269482 2 46
## 896 1 45.032309878 0 -3 6.11269482 3 46
## 897 1 7.319096489 0 4 6.11269482 4 46
## 898 1 17.862098193 0 2 6.11269482 5 46
## 899 1 31.554673484 0 -7 6.11269482 6 46
## 900 1 3.834948212 0 6 6.11269482 7 46
## 901 1 7.673218520 0 6 6.11269482 8 46
## 902 1 -16.229243154 0 -7 6.11269482 9 46
## 903 1 -23.306132909 0 3 6.11269482 10 46
## 904 1 -28.616946512 0 6 6.11269482 11 46
## 905 1 -11.782802318 0 3 6.11269482 12 46
## 906 1 30.231224140 0 -1 6.11269482 13 46
## 907 1 41.666962619 0 0 6.11269482 14 46
## 908 1 -12.162146472 0 5 6.11269482 15 46
## 909 1 -23.318438171 0 2 6.11269482 16 46
## 910 1 0.503591061 0 -1 6.11269482 17 46
## 911 1 -24.239672539 0 4 6.11269482 18 46
## 912 1 -33.091973336 0 0 6.11269482 19 46
## 913 1 -36.177144575 0 2 6.11269482 20 46
## 914 1 0.255154818 0 -1 6.11269482 21 46
## 915 1 -25.229619832 1 -2 -10.74954226 1 47
## 916 1 10.111471598 1 3 -10.74954226 2 47
## 917 1 -21.077048100 1 3 -10.74954226 3 47
## 918 1 -9.061471661 1 -2 -10.74954226 4 47
## 919 1 2.960228675 1 5 -10.74954226 5 47
## 920 1 12.312329494 1 3 -10.74954226 6 47
## 921 1 -34.386388990 1 5 -10.74954226 7 47
## 922 1 8.591304765 1 -4 -10.74954226 8 47
## 923 1 -17.792909782 1 1 -10.74954226 9 47
## 924 1 -13.968751979 1 3 -10.74954226 10 47
## 925 1 21.290446041 1 -4 -10.74954226 11 47
## 926 1 -21.921662930 1 6 -10.74954226 12 47
## 927 1 -5.220739989 1 -6 -10.74954226 13 47
## 928 1 23.852508851 1 7 -10.74954226 14 47
## 929 1 -49.770068282 1 5 -10.74954226 15 47
## 930 1 -18.381579113 1 -3 -10.74954226 16 47
## 931 1 -9.595784289 1 -5 -10.74954226 17 47
## 932 1 26.381674200 1 -3 -10.74954226 18 47
## 933 1 -45.832010624 1 3 -10.74954226 19 47
## 934 1 16.771183678 1 6 -10.74954226 20 47
## 935 1 28.338180523 1 -7 -10.74954226 21 47
## 936 1 -5.390035750 0 4 1.62591633 1 48
## 937 1 12.419058355 0 7 1.62591633 2 48
## 938 1 0.595206133 0 -1 1.62591633 3 48
## 939 1 -34.792450289 0 2 1.62591633 4 48
## 940 1 5.664079115 0 4 1.62591633 5 48
## 941 1 9.094365245 0 -6 1.62591633 6 48
## 942 1 18.928164346 0 -7 1.62591633 7 48
## 943 1 29.725008625 0 0 1.62591633 8 48
## 944 1 -22.344798733 0 -6 1.62591633 9 48
## 945 1 22.246661358 0 7 1.62591633 10 48
## 946 1 15.270816062 0 -6 1.62591633 11 48
## 947 1 -8.527075674 0 -7 1.62591633 12 48
## 948 1 6.527494190 0 2 1.62591633 13 48
## 949 1 27.186359207 0 5 1.62591633 14 48
## 950 1 14.872839824 0 -6 1.62591633 15 48
## 951 1 -18.301645653 0 -2 1.62591633 16 48
## 952 1 11.887622577 0 -6 3.05303202 1 49
## 953 1 23.373820202 0 2 3.05303202 2 49
## 954 1 -11.771331577 0 0 3.05303202 3 49
## 955 1 -20.168634033 0 4 3.05303202 4 49
## 956 1 -4.665037232 0 6 3.05303202 5 49
## 957 1 -14.703345096 0 -1 3.05303202 6 49
## 958 1 -5.223683407 0 -1 3.05303202 7 49
## 959 1 4.456137695 0 -1 3.05303202 8 49
## 960 1 -5.415324926 0 5 3.05303202 9 49
## 961 1 -10.925365227 0 1 3.05303202 10 49
## 962 1 -3.999425229 0 -3 3.05303202 11 49
## 963 1 -10.631897214 0 -7 3.05303202 12 49
## 964 1 0.129328490 0 3 3.05303202 13 49
## 965 1 -8.529430744 0 0 3.05303202 14 49
## 966 1 6.365565733 0 3 3.05303202 15 49
## 967 1 -11.397540329 0 2 3.05303202 16 49
## 968 1 41.950400792 0 5 3.05303202 17 49
## 969 1 -41.118032070 0 0 3.05303202 18 49
## 970 1 45.307856250 0 -7 3.05303202 19 49
## 971 1 -26.079755460 0 -5 3.05303202 20 49
## 972 1 -15.925956416 0 -4 3.05303202 21 49
## 973 1 3.472270457 1 1 -5.04577555 1 50
## 974 1 -4.390897865 1 4 -5.04577555 2 50
## 975 1 15.175666879 1 -5 -5.04577555 3 50
## 976 1 -22.153885667 1 -1 -5.04577555 4 50
## 977 1 22.316847077 1 2 -5.04577555 5 50
## 978 1 33.341109532 1 4 -5.04577555 6 50
## 979 1 -37.150019950 1 3 -5.04577555 7 50
## 980 1 31.655932733 1 7 -5.04577555 8 50
## 981 1 -11.002814570 1 1 -5.04577555 9 50
## 982 1 11.852156577 1 -7 -5.04577555 10 50
## 983 1 -19.109141736 1 3 -5.04577555 11 50
## 984 1 44.758828006 1 -5 -5.04577555 12 50
## 985 1 16.103498324 1 -3 -5.04577555 13 50
## 986 1 10.258092759 1 0 -5.04577555 14 50
## 987 1 -14.358798034 1 7 -5.04577555 15 50
## 988 1 15.512545361 1 5 -5.04577555 16 50
## 989 1 17.351699866 1 3 -5.04577555 17 50
## 990 1 12.636768711 1 2 -5.04577555 18 50
## 991 1 5.836248930 1 -6 -5.04577555 19 50
## 992 1 22.960353462 1 3 -5.04577555 20 50
## 993 1 -22.309692416 1 -6 -5.04577555 21 50
## error int_classroom fixed_outcome random_effects achievement
## 1 2.170699142 -3.0289392550 55.33553 -3.0289392550 54.47729
## 2 -4.847140973 -3.0289392550 60.42954 -3.0289392550 52.55346
## 3 1.138708943 -3.0289392550 46.09045 -3.0289392550 44.20022
## 4 -7.425318710 -3.0289392550 51.21212 -3.0289392550 40.75786
## 5 -5.246164501 -3.0289392550 47.72054 -3.0289392550 39.44544
## 6 -2.347600138 -3.0289392550 54.05958 -3.0289392550 48.68304
## 7 -3.466241089 -3.0289392550 56.25466 -3.0289392550 49.75948
## 8 -0.039203656 -3.0289392550 56.48199 -3.0289392550 53.41384
## 9 2.083115822 -3.0289392550 43.57443 -3.0289392550 42.62860
## 10 -1.716558631 -3.0289392550 60.51839 -3.0289392550 55.77289
## 11 2.878970558 -3.0289392550 54.96847 -3.0289392550 54.81850
## 12 4.705062729 -3.0289392550 60.22829 -3.0289392550 61.90442
## 13 -1.597559597 -3.0289392550 59.71784 -3.0289392550 55.09134
## 14 1.086547291 -3.0289392550 54.19278 -3.0289392550 52.25039
## 15 4.089597589 -3.0289392550 51.68211 -3.0289392550 52.74277
## 16 1.887484804 -3.0289392550 49.67492 -3.0289392550 48.53346
## 17 -0.511222472 -3.0289392550 54.23890 -3.0289392550 50.69874
## 18 -1.378100593 -3.0289392550 53.26007 -3.0289392550 48.85303
## 19 2.225722686 -4.1707914594 53.80811 -4.1707914594 51.86304
## 20 1.378406057 -4.1707914594 58.17373 -4.1707914594 55.38134
## 21 -3.553602552 -4.1707914594 32.14218 -4.1707914594 24.41779
## 22 7.009785233 -4.1707914594 39.22445 -4.1707914594 42.06345
## 23 5.149410311 -4.1707914594 59.16899 -4.1707914594 60.14761
## 24 -0.732319228 -4.1707914594 57.19657 -4.1707914594 52.29346
## 25 1.358932657 -4.1707914594 47.05311 -4.1707914594 44.24125
## 26 1.343664830 -4.1707914594 46.83633 -4.1707914594 44.00920
## 27 0.214469437 -4.1707914594 61.79863 -4.1707914594 57.84231
## 28 -0.333282260 -4.1707914594 39.00093 -4.1707914594 34.49686
## 29 4.351445399 -4.1707914594 52.41794 -4.1707914594 52.59859
## 30 -1.671916585 -4.1707914594 40.43079 -4.1707914594 34.58808
## 31 -3.312824279 -4.1707914594 60.50489 -4.1707914594 53.02127
## 32 3.426767636 -4.1707914594 57.18024 -4.1707914594 56.43621
## 33 1.647461692 -4.1707914594 49.23602 -4.1707914594 46.71269
## 34 -2.492122874 -4.1707914594 42.03666 -4.1707914594 35.37375
## 35 4.454485415 -4.1707914594 49.93547 -4.1707914594 50.21917
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## 577 0.993829149 0.3912524769 52.43682 0.3912524769 53.82190
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## 583 -3.091294063 0.3912524769 58.08311 0.3912524769 55.38307
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## 585 4.088719204 0.3912524769 54.22687 0.3912524769 58.70684
## 586 -3.942962935 0.3912524769 47.88675 0.3912524769 44.33504
## 587 0.215327087 0.3912524769 52.41375 0.3912524769 53.02033
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## 611 3.947796407 0.2334483312 45.53217 0.2334483312 49.71342
## 612 2.222191838 0.2334483312 48.23829 0.2334483312 50.69393
## 613 5.445380962 0.2334483312 49.91109 0.2334483312 55.58992
## 614 -3.035298558 0.2334483312 48.13901 0.2334483312 45.33716
## 615 -4.615999657 0.2334483312 50.29297 0.2334483312 45.91042
## 616 3.876687674 0.2334483312 47.97333 0.2334483312 52.08347
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## 618 -3.503721635 0.2334483312 52.54347 0.2334483312 49.27320
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## 623 -3.085095254 0.2334483312 47.59378 0.2334483312 44.74213
## 624 0.456411122 0.2334483312 61.69997 0.2334483312 62.38983
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## 626 -1.251045098 0.2334483312 49.23845 0.2334483312 48.22086
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## 691 -3.510796514 1.6076891071 52.77759 1.6076891071 50.87448
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## 693 -2.043422883 1.6076891071 43.74041 1.6076891071 43.30468
## 694 -8.406167660 1.6076891071 48.66835 1.6076891071 41.86987
## 695 1.616675934 1.6076891071 59.13907 1.6076891071 62.36344
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## 697 -8.111728649 1.6076891071 52.76417 1.6076891071 46.26013
## 698 1.319364325 1.6076891071 68.79194 1.6076891071 71.71899
## 699 -1.782815712 1.6076891071 39.82142 1.6076891071 39.64630
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## 701 3.727992984 1.6076891071 48.54814 1.6076891071 53.88382
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## 703 4.467201579 1.6076891071 33.15013 1.6076891071 39.22502
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## 706 5.478607039 1.4418783643 37.92506 1.4418783643 44.84554
## 707 0.246546988 1.4418783643 47.98648 1.4418783643 49.67490
## 708 -0.232117178 1.4418783643 46.49346 1.4418783643 47.70322
## 709 0.779883426 1.4418783643 49.86930 1.4418783643 52.09106
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## 711 2.571720507 1.4418783643 48.70841 1.4418783643 52.72201
## 712 7.545922236 1.4418783643 45.42272 1.4418783643 54.41052
## 713 1.402026733 1.4418783643 46.38364 1.4418783643 49.22755
## 714 1.836004363 1.4418783643 45.96146 1.4418783643 49.23934
## 715 0.625298417 1.4418783643 51.59991 1.4418783643 53.66708
## 716 -2.175357177 1.4418783643 39.22389 1.4418783643 38.49041
## 717 4.460140433 1.4418783643 54.12876 1.4418783643 60.03078
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## 719 -2.486717641 1.4418783643 44.06227 1.4418783643 43.01743
## 720 0.125714089 1.4418783643 26.01402 1.4418783643 27.58161
## 721 -2.623068180 1.4418783643 53.06871 1.4418783643 51.88752
## 722 -2.647177492 1.4418783643 45.67246 1.4418783643 44.46716
## 723 0.325187440 1.4418783643 61.19212 1.4418783643 62.95919
## 724 -1.038963850 1.5228158125 67.54616 1.5228158125 68.03001
## 725 -3.024931168 1.5228158125 52.99822 1.5228158125 51.49611
## 726 5.480803610 1.5228158125 57.69734 1.5228158125 64.70095
## 727 6.177976807 1.5228158125 60.60053 1.5228158125 68.30132
## 728 -0.750861628 1.5228158125 36.90424 1.5228158125 37.67620
## 729 -1.500357831 1.5228158125 60.58194 1.5228158125 60.60439
## 730 -1.597748690 1.5228158125 53.57881 1.5228158125 53.50388
## 731 0.024239292 1.5228158125 56.65201 1.5228158125 58.19906
## 732 -1.545712402 1.5228158125 41.91003 1.5228158125 41.88713
## 733 1.197996635 1.5228158125 60.63069 1.5228158125 63.35150
## 734 2.266634104 1.5228158125 46.69165 1.5228158125 50.48110
## 735 -6.167326212 1.5228158125 49.11002 1.5228158125 44.46551
## 736 -0.959649475 1.5228158125 67.94209 1.5228158125 68.50526
## 737 0.091542691 1.5228158125 37.15926 1.5228158125 38.77362
## 738 1.446328344 1.5228158125 36.14176 1.5228158125 39.11090
## 739 -1.000287298 1.5228158125 41.51321 1.5228158125 42.03574
## 740 6.029663036 1.5228158125 49.40166 1.5228158125 56.95414
## 741 1.349778506 1.5228158125 52.51800 1.5228158125 55.39060
## 742 3.805962598 1.5228158125 41.22619 1.5228158125 46.55497
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## 764 -2.786479029 -2.3681304912 46.92068 -2.3681304912 41.76607
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## 768 2.520084326 -1.2224324751 42.96813 -1.2224324751 44.26579
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## 770 -3.622689576 -1.2224324751 50.70162 -1.2224324751 45.85650
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## 775 -3.874279776 -1.2224324751 39.35665 -1.2224324751 34.25994
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## 778 3.264435227 -1.2224324751 52.17678 -1.2224324751 54.21878
## 779 3.163671523 -1.2224324751 46.29170 -1.2224324751 48.23294
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## 784 -1.194262796 -1.2224324751 43.93053 -1.2224324751 41.51384
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## 786 1.364827034 -1.2224324751 55.88805 -1.2224324751 56.03045
## 787 -2.305175013 -1.2224324751 47.25284 -1.2224324751 43.72523
## 788 -1.450347593 -1.2224324751 42.84147 -1.2224324751 40.16869
## 789 -4.661922363 -1.2224324751 58.57968 -1.2224324751 52.69533
## 790 -0.090074923 -1.2224324751 51.60771 -1.2224324751 50.29521
## 791 2.596141709 -1.2224324751 39.11480 -1.2224324751 40.48851
## 792 -1.046169492 -1.2224324751 56.67581 -1.2224324751 54.40721
## 793 -4.963252613 6.6889894581 38.86689 6.6889894581 40.59262
## 794 0.733435695 6.6889894581 46.04642 6.6889894581 53.46884
## 795 -1.391854463 6.6889894581 39.38760 6.6889894581 44.68474
## 796 3.868800643 6.6889894581 53.49369 6.6889894581 64.05148
## 797 6.797970288 6.6889894581 71.91715 6.6889894581 85.40411
## 798 -1.395709907 6.6889894581 51.23878 6.6889894581 56.53206
## 799 6.219477779 6.6889894581 43.77352 6.6889894581 56.68199
## 800 0.025359366 6.6889894581 58.11235 6.6889894581 64.82670
## 801 -2.919896739 6.6889894581 51.08746 6.6889894581 54.85656
## 802 0.723891013 6.6889894581 38.31570 6.6889894581 45.72859
## 803 -0.357331379 6.6889894581 60.77136 6.6889894581 67.10302
## 804 0.276402913 6.6889894581 60.31370 6.6889894581 67.27909
## 805 -7.819292254 6.6889894581 51.75136 6.6889894581 50.62106
## 806 4.171578861 6.6889894581 48.72034 6.6889894581 59.58091
## 807 -2.234438443 6.6889894581 52.84350 6.6889894581 57.29805
## 808 1.375142317 6.6889894581 43.46400 6.6889894581 51.52813
## 809 1.469037322 6.6889894581 58.08376 6.6889894581 66.24179
## 810 2.967284777 6.6889894581 56.52115 6.6889894581 66.17742
## 811 -0.970199542 6.6889894581 56.10286 6.6889894581 61.82165
## 812 2.800906539 6.6889894581 62.18945 6.6889894581 71.67935
## 813 -1.856919122 6.6889894581 53.78052 6.6889894581 58.61259
## 814 -2.584892219 6.6889894581 66.26578 6.6889894581 70.36988
## 815 0.500325741 6.6889894581 29.11719 6.6889894581 36.30650
## 816 -0.874283589 6.6889894581 66.13792 6.6889894581 71.95263
## 817 1.749483002 -1.3215555862 50.78776 -1.3215555862 51.21568
## 818 5.449793279 -1.3215555862 44.49948 -1.3215555862 48.62772
## 819 -2.763445079 -1.3215555862 60.45198 -1.3215555862 56.36698
## 820 0.313298255 -1.3215555862 52.56619 -1.3215555862 51.55793
## 821 3.727121900 -1.3215555862 34.96204 -1.3215555862 37.36761
## 822 2.307308439 -1.3215555862 51.72495 -1.3215555862 52.71070
## 823 3.399885731 -1.3215555862 52.04266 -1.3215555862 54.12099
## 824 3.221223285 -1.3215555862 44.57243 -1.3215555862 46.47210
## 825 -6.489983978 -1.3215555862 54.28516 -1.3215555862 46.47362
## 826 0.005088710 -1.3215555862 36.90796 -1.3215555862 35.59150
## 827 -2.463503374 -1.3215555862 58.38921 -1.3215555862 54.60415
## 828 3.087471726 -1.3215555862 60.90934 -1.3215555862 62.67525
## 829 2.518962195 -1.3215555862 57.41839 -1.3215555862 58.61579
## 830 1.110468344 -1.3215555862 49.64478 -1.3215555862 49.43369
## 831 -2.685562811 -1.3215555862 49.16002 -1.3215555862 45.15290
## 832 -1.426084289 -1.3215555862 50.73951 -1.3215555862 47.99187
## 833 -1.184596449 -1.3215555862 46.59772 -1.3215555862 44.09157
## 834 1.770928864 -1.3215555862 46.14229 -1.3215555862 46.59166
## 835 -0.812933745 0.3122664383 51.15299 0.3122664383 50.65232
## 836 -0.659674998 0.3122664383 60.30937 0.3122664383 59.96196
## 837 9.647062195 0.3122664383 53.05372 0.3122664383 63.01305
## 838 -2.928903666 0.3122664383 46.63936 0.3122664383 44.02272
## 839 4.686914696 0.3122664383 51.22325 0.3122664383 56.22243
## 840 -2.560073175 0.3122664383 64.20050 0.3122664383 61.95269
## 841 -1.444382829 0.3122664383 50.13701 0.3122664383 49.00490
## 842 3.591218985 0.3122664383 55.34905 0.3122664383 59.25253
## 843 5.301300740 0.3122664383 44.11132 0.3122664383 49.72489
## 844 -1.701418340 0.3122664383 49.27282 0.3122664383 47.88367
## 845 -2.596059786 0.3122664383 43.87042 0.3122664383 41.58663
## 846 0.933026446 0.3122664383 49.71650 0.3122664383 50.96180
## 847 2.207394989 0.3122664383 50.46709 0.3122664383 52.98675
## 848 1.921842711 0.3122664383 63.92491 0.3122664383 66.15902
## 849 0.333762674 0.3122664383 56.65731 0.3122664383 57.30334
## 850 -0.833704356 0.3122664383 50.88987 0.3122664383 50.36843
## 851 4.774286419 0.3122664383 50.55896 0.3122664383 55.64551
## 852 -4.673767628 0.3122664383 54.01813 0.3122664383 49.65663
## 853 5.322736448 0.3122664383 35.87728 0.3122664383 41.51229
## 854 1.677695343 0.3122664383 48.28132 0.3122664383 50.27128
## 855 -1.143504906 -1.4627726625 44.05394 -1.4627726625 41.44766
## 856 4.128469640 -1.4627726625 52.89678 -1.4627726625 55.56248
## 857 0.038067113 -1.4627726625 52.04633 -1.4627726625 50.62162
## 858 0.175548000 -1.4627726625 48.15963 -1.4627726625 46.87241
## 859 0.624560142 -1.4627726625 42.49882 -1.4627726625 41.66061
## 860 -0.507002393 -1.4627726625 47.34662 -1.4627726625 45.37685
## 861 -4.185091860 -1.4627726625 56.10233 -1.4627726625 50.45447
## 862 -1.503387752 -1.4627726625 53.42509 -1.4627726625 50.45893
## 863 -3.790438868 -1.4627726625 58.38519 -1.4627726625 53.13198
## 864 -1.831672799 -1.4627726625 58.71053 -1.4627726625 55.41609
## 865 3.989804103 -1.4627726625 42.12033 -1.4627726625 44.64736
## 866 -3.236509211 -1.4627726625 47.17969 -1.4627726625 42.48041
## 867 -1.524925851 -1.4627726625 68.60442 -1.4627726625 65.61672
## 868 1.915578752 -1.4627726625 42.45488 -1.4627726625 42.90768
## 869 4.124557166 -1.4627726625 36.00978 -1.4627726625 38.67156
## 870 -3.688640174 -1.4627726625 52.81190 -1.4627726625 47.66049
## 871 0.194650300 3.6304462011 62.12093 3.6304462011 65.94602
## 872 -9.777294409 3.6304462011 59.38300 3.6304462011 53.23615
## 873 -2.582454042 3.6304462011 55.00337 3.6304462011 56.05136
## 874 -1.744790864 3.6304462011 38.65009 3.6304462011 40.53574
## 875 -5.737624886 3.6304462011 58.78069 3.6304462011 56.67351
## 876 5.491545628 3.6304462011 46.02322 3.6304462011 55.14521
## 877 -0.046881299 3.6304462011 60.02356 3.6304462011 63.60712
## 878 4.025416003 3.6304462011 47.31764 3.6304462011 54.97350
## 879 0.718479077 3.6304462011 54.29701 3.6304462011 58.64593
## 880 3.703092027 3.6304462011 42.57704 3.6304462011 49.91058
## 881 0.920468493 3.6304462011 54.71169 3.6304462011 59.26261
## 882 -0.797840758 3.6304462011 56.34954 3.6304462011 59.18215
## 883 2.220465914 3.6304462011 40.16540 3.6304462011 46.01631
## 884 -2.412536011 3.6304462011 62.97890 3.6304462011 64.19681
## 885 -3.135802780 3.6304462011 47.86806 3.6304462011 48.36270
## 886 -1.294446646 3.6304462011 44.81938 3.6304462011 47.15538
## 887 -0.381480371 3.6304462011 41.58086 3.6304462011 44.82982
## 888 0.745449443 3.6304462011 64.07663 3.6304462011 68.45252
## 889 3.514136685 3.6304462011 49.53803 3.6304462011 56.68261
## 890 -1.328095124 3.6304462011 53.33401 3.6304462011 55.63636
## 891 5.760994992 3.6304462011 47.07133 3.6304462011 56.46277
## 892 6.326045608 3.6304462011 53.90555 3.6304462011 63.86204
## 893 -1.621719619 3.6304462011 57.16692 3.6304462011 59.17565
## 894 -0.787973081 -2.1926243513 63.96546 -2.1926243513 60.98486
## 895 4.526728522 -2.1926243513 64.78726 -2.1926243513 67.12136
## 896 2.142096279 -2.1926243513 69.24110 -2.1926243513 69.19057
## 897 -2.739570739 -2.1926243513 54.85581 -2.1926243513 49.92362
## 898 -0.069117879 -2.1926243513 58.87301 -2.1926243513 56.61127
## 899 0.484072388 -2.1926243513 63.45004 -2.1926243513 61.74149
## 900 2.131777309 -2.1926243513 53.66215 -2.1926243513 53.60131
## 901 3.491228109 -2.1926243513 55.19746 -2.1926243513 56.49606
## 902 -4.265481750 -2.1926243513 44.33648 -2.1926243513 37.87837
## 903 2.034369755 -2.1926243513 42.50572 -2.1926243513 42.34747
## 904 1.460307722 -2.1926243513 40.68140 -2.1926243513 39.94908
## 905 -6.420472380 -2.1926243513 47.11505 -2.1926243513 38.50196
## 906 -1.779094801 -2.1926243513 63.52066 -2.1926243513 59.54894
## 907 0.413607743 -2.1926243513 68.19496 -2.1926243513 66.41594
## 908 0.632054666 -2.1926243513 47.16332 -2.1926243513 45.60275
## 909 5.938489815 -2.1926243513 42.40080 -2.1926243513 46.14666
## 910 5.128048456 -2.1926243513 51.62961 -2.1926243513 54.56503
## 911 -0.251424544 -2.1926243513 42.23230 -2.1926243513 39.78826
## 912 -1.044503115 -2.1926243513 38.29138 -2.1926243513 35.05426
## 913 0.993801593 -2.1926243513 37.25732 -2.1926243513 36.05849
## 914 4.987158987 -2.1926243513 51.53024 -2.1926243513 54.32477
## 915 -3.567835351 -2.4831162468 38.22077 -2.4831162468 32.16981
## 916 -2.119638545 -2.4831162468 52.85720 -2.4831162468 48.25445
## 917 -5.108388542 -2.4831162468 40.38180 -2.4831162468 32.79029
## 918 0.901365090 -2.4831162468 44.68803 -2.4831162468 43.10627
## 919 -2.401745925 -2.4831162468 50.19671 -2.4831162468 45.31184
## 920 1.139813449 -2.4831162468 53.73755 -2.4831162468 52.39424
## 921 -1.593315128 -2.4831162468 35.25806 -2.4831162468 31.18163
## 922 0.909280525 -2.4831162468 51.54914 -2.4831162468 49.97530
## 923 1.064822597 -2.4831162468 41.49545 -2.4831162468 40.07716
## 924 0.990219711 -2.4831162468 43.22511 -2.4831162468 41.73222
## 925 3.155371869 -2.4831162468 56.62879 -2.4831162468 57.30105
## 926 4.947917473 -2.4831162468 40.34395 -2.4831162468 42.80875
## 927 -0.864131189 -2.4831162468 45.82432 -2.4831162468 42.47707
## 928 2.236901636 -2.4831162468 58.75362 -2.4831162468 58.50740
## 929 -2.718662950 -2.4831162468 29.10459 -2.4831162468 23.90281
## 930 3.582562456 -2.4831162468 40.85998 -2.4831162468 41.95943
## 931 0.804158759 -2.4831162468 44.17430 -2.4831162468 42.49534
## 932 -1.204054459 -2.4831162468 58.76528 -2.4831162468 55.07811
## 933 0.569423838 -2.4831162468 30.47981 -2.4831162468 28.56612
## 934 -2.036208444 -2.4831162468 55.82109 -2.4831162468 51.30176
## 935 -0.588446405 -2.4831162468 59.14789 -2.4831162468 56.07632
## 936 0.730662122 -0.2964035525 48.65046 -0.2964035525 49.08472
## 937 -6.102127890 -0.2964035525 56.07410 -0.2964035525 49.67557
## 938 3.360300685 -0.2964035525 50.54456 -0.2964035525 53.60846
## 939 3.617277617 -0.2964035525 36.68950 -0.2964035525 40.01037
## 940 -3.796983514 -0.2964035525 53.07211 -0.2964035525 48.97872
## 941 2.252634161 -0.2964035525 53.44423 -0.2964035525 55.40046
## 942 -4.878283503 -0.2964035525 57.27774 -0.2964035525 52.10306
## 943 -0.100393040 -0.2964035525 62.29648 -0.2964035525 61.89969
## 944 -2.595791921 -0.2964035525 40.86856 -0.2964035525 37.97636
## 945 -1.995162857 -0.2964035525 60.00514 -0.2964035525 57.71358
## 946 -4.942433608 -0.2964035525 55.91481 -0.2964035525 50.67597
## 947 -0.445855456 -0.2964035525 46.29565 -0.2964035525 45.55339
## 948 1.612285165 -0.2964035525 53.21748 -0.2964035525 54.53336
## 949 -8.281376899 -0.2964035525 61.78102 -0.2964035525 53.20324
## 950 1.528149894 -0.2964035525 55.75562 -0.2964035525 56.98736
## 951 -1.441595977 -0.2964035525 42.88582 -0.2964035525 41.14782
## 952 3.168346835 1.4340137641 54.91831 1.4340137641 59.52067
## 953 -1.331069228 1.4340137641 60.31279 1.4340137641 60.41573
## 954 2.480858657 1.4340137641 46.05473 1.4340137641 49.96960
## 955 0.685286959 1.4340137641 43.09580 1.4340137641 45.21511
## 956 2.125379152 1.4340137641 49.49724 1.4340137641 53.05664
## 957 1.704846291 1.4340137641 44.78192 1.4340137641 47.92078
## 958 -3.332582613 1.4340137641 48.57378 1.4340137641 46.67522
## 959 1.815802091 1.4340137641 52.44571 1.4340137641 55.69553
## 960 -3.097036439 1.4340137641 49.09713 1.4340137641 47.43411
## 961 -5.769350805 1.4340137641 46.49311 1.4340137641 42.15777
## 962 -0.885402347 1.4340137641 48.86349 1.4340137641 49.41210
## 963 -1.051640908 1.4340137641 45.81050 1.4340137641 46.19287
## 964 0.944523972 1.4340137641 51.11499 1.4340137641 53.49353
## 965 1.166326357 1.4340137641 47.35149 1.4340137641 49.95183
## 966 0.094596144 1.4340137641 53.60948 1.4340137641 55.13809
## 967 -1.813850824 1.4340137641 46.40424 1.4340137641 46.02440
## 968 -2.343226420 1.4340137641 68.04342 1.4340137641 67.13421
## 969 -3.011205062 1.4340137641 34.31605 1.4340137641 32.73885
## 970 -2.654238762 1.4340137641 68.18640 1.4340137641 66.96618
## 971 2.429758101 1.4340137641 39.83136 1.4340137641 43.69513
## 972 -1.555690165 1.4340137641 43.99288 1.4340137641 43.87120
## 973 -0.859074469 0.6416164865 51.42746 0.6416164865 51.21001
## 974 2.227295736 0.6416164865 48.58220 0.6416164865 51.45111
## 975 5.807629937 0.6416164865 55.50882 0.6416164865 61.95807
## 976 2.789175592 0.6416164865 40.97700 0.6416164865 44.40779
## 977 -1.211755392 0.6416164865 59.06529 0.6416164865 58.49516
## 978 -1.159905122 0.6416164865 63.67500 0.6416164865 63.15671
## 979 0.555670364 0.6416164865 35.37855 0.6416164865 36.57583
## 980 0.313975574 0.6416164865 63.30093 0.6416164865 64.25652
## 981 2.317262600 0.6416164865 45.63743 0.6416164865 48.59631
## 982 -1.605540986 0.6416164865 53.97942 0.6416164865 53.01549
## 983 -1.125429223 0.6416164865 42.59490 0.6416164865 42.11109
## 984 -0.396719293 0.6416164865 67.34209 0.6416164865 67.58698
## 985 -4.487357827 0.6416164865 56.07996 0.6416164865 52.23421
## 986 0.572236699 0.6416164865 54.04179 0.6416164865 55.25565
## 987 1.879812892 0.6416164865 44.89504 0.6416164865 47.41647
## 988 3.558071440 0.6416164865 56.64357 0.6416164865 60.84326
## 989 2.297698333 0.6416164865 57.17924 0.6416164865 60.11855
## 990 1.833851942 0.6416164865 55.19326 0.6416164865 57.66873
## 991 -1.504048785 0.6416164865 51.67306 0.6416164865 50.81062
## 992 3.392351087 0.6416164865 59.42270 0.6416164865 63.45667
## 993 3.024340768 0.6416164865 40.41468 0.6416164865 44.08064level1_samp <- sample(15:25, size = 150, replace = TRUE)
sim_arguments <- list(
formula = achievement ~ 1 + motivation + trt + age + ses + (1 | classroom) + (1 | district),
fixed = list(
motivation = list(var_type = 'continuous',
mean = 0, sd = 20)
),
sample_size = list(level1 = level1_samp, level2 = 10, level3 = 15),
error = list(variance = 10),
reg_weights = c(50, 0.4, 1.2, 0.1, 0.25),
randomeffect = list(int_classroom = list(variance = 5, var_level = 2),
int_district = list(variance = 2, var_level = 3)),
propensity = list(
formula = trt ~ 1 + age + ses + (1 | classroom) + (1 | district),
fixed = list(age = list(var_type = 'ordinal',
levels = -7:7),
ses = list(var_type = 'continuous',
mean = 0, sd = 5,
var_level = 2)),
sample_size = list(level1 = level1_samp, level2 = 10, level3 = 15),
error = list(variance = 5),
randomeffect = list(int_classroom = list(variance = 5, var_level = 2),
int_district = list(variance = 2, var_level = 3)),
reg_weights = c(2, 0.3, -0.5),
outcome_type = 'binary',
outcome_level = 2
)
)
simulate_fixed(data = NULL, sim_args = sim_arguments) |>
simulate_error(sim_args = sim_arguments) |>
simulate_randomeffect(sim_args = sim_arguments) |>
generate_response(sim_arguments)## New names:
## New names:
## • `X.Intercept.` -> `X.Intercept....1`
## • `X.Intercept.` -> `X.Intercept....2`## X.Intercept. motivation trt age ses level1_id classroom
## 1 1 0.026822164 0 4 1.13607216 1 1
## 2 1 -8.161507993 0 -2 1.13607216 2 1
## 3 1 4.365039945 0 -2 1.13607216 3 1
## 4 1 15.539296923 0 -3 1.13607216 4 1
## 5 1 -20.094249356 0 6 1.13607216 5 1
## 6 1 7.798589172 0 5 1.13607216 6 1
## 7 1 -18.380587983 0 -4 1.13607216 7 1
## 8 1 -6.014438034 0 6 1.13607216 8 1
## 9 1 29.780908600 0 0 1.13607216 9 1
## 10 1 -1.510701581 0 -6 1.13607216 10 1
## 11 1 18.896923876 0 2 1.13607216 11 1
## 12 1 11.760693427 0 -4 1.13607216 12 1
## 13 1 -20.322651645 0 -4 1.13607216 13 1
## 14 1 10.925763561 0 5 1.13607216 14 1
## 15 1 -15.551544227 0 -7 1.13607216 15 1
## 16 1 1.937368277 0 5 1.13607216 16 1
## 17 1 9.143433112 0 -2 1.13607216 17 1
## 18 1 -17.821996182 0 -6 1.13607216 18 1
## 19 1 27.428036050 0 -6 -0.20668441 1 2
## 20 1 -2.868976950 0 -5 -0.20668441 2 2
## 21 1 -24.126095283 0 0 -0.20668441 3 2
## 22 1 7.040640086 0 6 -0.20668441 4 2
## 23 1 -15.177152197 0 -5 -0.20668441 5 2
## 24 1 -35.214259384 0 4 -0.20668441 6 2
## 25 1 -16.825936125 0 0 -0.20668441 7 2
## 26 1 20.601908341 0 -6 -0.20668441 8 2
## 27 1 9.686053529 0 -7 -0.20668441 9 2
## 28 1 -48.853883693 0 -3 -0.20668441 10 2
## 29 1 10.414489172 0 -7 -0.20668441 11 2
## 30 1 6.177840119 0 4 -0.20668441 12 2
## 31 1 -36.970371325 0 -1 -0.20668441 13 2
## 32 1 11.244412919 0 4 -0.20668441 14 2
## 33 1 0.619298225 0 -2 -0.20668441 15 2
## 34 1 16.255106468 0 -2 -0.20668441 16 2
## 35 1 4.428927050 0 6 -0.20668441 17 2
## 36 1 -10.535890149 0 -1 -0.20668441 18 2
## 37 1 3.886511796 0 -7 -0.20668441 19 2
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## 1856 1 28.685949061 1 -3 -2.67767700 15 94
## 1857 1 31.175993140 1 -1 -2.67767700 16 94
## 1858 1 -25.843391181 1 6 -2.67767700 17 94
## 1859 1 19.903648090 1 6 -2.67767700 18 94
## 1860 1 1.304789396 1 5 -2.67767700 19 94
## 1861 1 24.494707713 1 5 -2.67767700 20 94
## 1862 1 -6.769046671 1 -6 -2.67767700 21 94
## 1863 1 -18.719216267 1 -3 -2.67767700 22 94
## 1864 1 -12.105305523 1 7 -10.55972948 1 95
## 1865 1 -8.138257914 1 -3 -10.55972948 2 95
## 1866 1 -42.358390506 1 -4 -10.55972948 3 95
## 1867 1 9.582414328 1 -3 -10.55972948 4 95
## 1868 1 5.112713936 1 -6 -10.55972948 5 95
## 1869 1 17.739408977 1 -7 -10.55972948 6 95
## 1870 1 17.583700631 1 -4 -10.55972948 7 95
## 1871 1 -21.333219192 1 -6 -10.55972948 8 95
## 1872 1 -36.947568831 1 2 -10.55972948 9 95
## 1873 1 4.803057628 1 -1 -10.55972948 10 95
## 1874 1 -27.582041280 1 1 -10.55972948 11 95
## 1875 1 -7.787320772 1 1 -10.55972948 12 95
## 1876 1 60.400896432 1 -7 -10.55972948 13 95
## 1877 1 -48.193231266 1 -1 -10.55972948 14 95
## 1878 1 -23.753145286 1 0 -10.55972948 15 95
## 1879 1 1.314946868 1 2 -10.55972948 16 95
## 1880 1 -7.000280911 1 -7 -10.55972948 17 95
## 1881 1 -12.235449351 1 7 -10.55972948 18 95
## 1882 1 -0.382723661 1 -6 -6.51762602 1 96
## 1883 1 -20.607522514 1 -1 -6.51762602 2 96
## 1884 1 4.539413261 1 -1 -6.51762602 3 96
## 1885 1 42.950134151 1 -5 -6.51762602 4 96
## 1886 1 -20.329743077 1 -3 -6.51762602 5 96
## 1887 1 10.872782764 1 1 -6.51762602 6 96
## 1888 1 9.643718733 1 4 -6.51762602 7 96
## 1889 1 17.325041395 1 1 -6.51762602 8 96
## 1890 1 -20.980018154 1 -5 -6.51762602 9 96
## 1891 1 11.221507319 1 -3 -6.51762602 10 96
## 1892 1 22.257027339 1 -6 -6.51762602 11 96
## 1893 1 -29.577285382 1 -4 -6.51762602 12 96
## 1894 1 32.656819032 1 -1 -6.51762602 13 96
## 1895 1 2.841638170 1 6 -6.51762602 14 96
## 1896 1 6.206523788 1 4 -6.51762602 15 96
## 1897 1 -38.004371129 1 -4 -6.51762602 16 96
## 1898 1 24.075723382 1 -2 -6.51762602 17 96
## 1899 1 -22.311225794 1 -3 -6.51762602 18 96
## 1900 1 11.025286837 1 6 -6.51762602 19 96
## 1901 1 -4.568462902 1 -4 -6.51762602 20 96
## 1902 1 3.007156679 1 0 -6.51762602 21 96
## 1903 1 -18.142386840 1 1 -6.51762602 22 96
## 1904 1 -10.422383468 1 -1 -6.51762602 23 96
## 1905 1 -9.050838503 1 -7 -6.51762602 24 96
## 1906 1 -12.007087213 1 3 -6.51762602 25 96
## 1907 1 -4.648449375 1 -3 -5.40120837 1 97
## 1908 1 -2.100054524 1 3 -5.40120837 2 97
## 1909 1 17.310899510 1 2 -5.40120837 3 97
## 1910 1 16.798373060 1 1 -5.40120837 4 97
## 1911 1 -20.064409297 1 6 -5.40120837 5 97
## 1912 1 -7.737171781 1 -3 -5.40120837 6 97
## 1913 1 3.221553520 1 -7 -5.40120837 7 97
## 1914 1 2.823453131 1 -6 -5.40120837 8 97
## 1915 1 -25.787333554 1 -1 -5.40120837 9 97
## 1916 1 41.142333362 1 -4 -5.40120837 10 97
## 1917 1 -8.897221752 1 4 -5.40120837 11 97
## 1918 1 -22.819849640 1 3 -5.40120837 12 97
## 1919 1 -8.030608000 1 4 -5.40120837 13 97
## 1920 1 -27.021838159 1 -2 -5.40120837 14 97
## 1921 1 33.397742723 1 0 -5.40120837 15 97
## 1922 1 17.203826541 1 -6 -5.40120837 16 97
## 1923 1 13.102174016 1 0 -5.40120837 17 97
## 1924 1 -9.756102143 1 2 -5.40120837 18 97
## 1925 1 4.181947858 1 -5 -5.40120837 19 97
## 1926 1 -20.571790623 1 0 -5.40120837 20 97
## 1927 1 -2.643723361 1 2 -5.40120837 21 97
## 1928 1 -27.885392865 1 -2 -5.40120837 22 97
## 1929 1 -28.645613850 1 2 -5.40120837 23 97
## 1930 1 4.286439060 0 -5 14.39155220 1 98
## 1931 1 -7.311213236 0 -6 14.39155220 2 98
## 1932 1 -24.039536614 0 -2 14.39155220 3 98
## 1933 1 -24.755734004 0 4 14.39155220 4 98
## 1934 1 -12.310920048 0 5 14.39155220 5 98
## 1935 1 -12.563243768 0 4 14.39155220 6 98
## 1936 1 10.297440005 0 4 14.39155220 7 98
## 1937 1 9.032945800 0 -7 14.39155220 8 98
## 1938 1 13.040420507 0 0 14.39155220 9 98
## 1939 1 11.004732324 0 -3 14.39155220 10 98
## 1940 1 41.583652296 0 -3 14.39155220 11 98
## 1941 1 -33.991519547 0 4 14.39155220 12 98
## 1942 1 -8.853801559 0 3 14.39155220 13 98
## 1943 1 2.150816587 0 -1 14.39155220 14 98
## 1944 1 -14.786955959 0 -5 14.39155220 15 98
## 1945 1 11.240657084 1 0 3.88524174 1 99
## 1946 1 -36.697216055 1 -7 3.88524174 2 99
## 1947 1 -15.045555355 1 -2 3.88524174 3 99
## 1948 1 -16.748394602 1 0 3.88524174 4 99
## 1949 1 7.849921155 1 1 3.88524174 5 99
## 1950 1 32.200184274 1 -1 3.88524174 6 99
## 1951 1 0.733016308 1 0 3.88524174 7 99
## 1952 1 -2.604747197 1 6 3.88524174 8 99
## 1953 1 14.607612629 1 -6 3.88524174 9 99
## 1954 1 29.048698891 1 7 3.88524174 10 99
## 1955 1 -3.258119070 1 6 3.88524174 11 99
## 1956 1 10.923078906 1 0 3.88524174 12 99
## 1957 1 10.728394238 1 3 3.88524174 13 99
## 1958 1 9.690009875 1 5 3.88524174 14 99
## 1959 1 -13.261753200 1 -3 3.88524174 15 99
## 1960 1 18.205419305 1 -5 3.88524174 16 99
## 1961 1 -1.113501414 1 -7 3.88524174 17 99
## 1962 1 8.854601835 1 3 3.88524174 18 99
## 1963 1 -0.135086367 1 -6 3.88524174 19 99
## 1964 1 -58.569045485 1 -4 3.88524174 20 99
## 1965 1 -11.822172839 1 -4 3.88524174 21 99
## 1966 1 -7.157470589 1 7 3.88524174 22 99
## 1967 1 -5.267786988 1 4 3.88524174 23 99
## 1968 1 -10.657778489 1 -1 3.88524174 24 99
## 1969 1 -38.842440496 0 -1 11.99395737 1 100
## 1970 1 -18.680706595 0 2 11.99395737 2 100
## 1971 1 -27.295824051 0 4 11.99395737 3 100
## 1972 1 -27.248400403 0 -1 11.99395737 4 100
## 1973 1 -0.605128925 0 -5 11.99395737 5 100
## 1974 1 36.421616022 0 6 11.99395737 6 100
## 1975 1 12.380424447 0 5 11.99395737 7 100
## 1976 1 1.180424878 0 5 11.99395737 8 100
## 1977 1 23.225829061 0 -7 11.99395737 9 100
## 1978 1 12.027743597 0 -5 11.99395737 10 100
## 1979 1 -30.819042846 0 3 11.99395737 11 100
## 1980 1 -8.061394057 0 -7 11.99395737 12 100
## 1981 1 -18.878203086 0 0 11.99395737 13 100
## 1982 1 -23.117922958 0 0 11.99395737 14 100
## 1983 1 10.480293072 0 -3 11.99395737 15 100
## 1984 1 -9.041086663 0 6 11.99395737 16 100
## 1985 1 -18.579337419 0 -6 11.99395737 17 100
## 1986 1 34.440754102 0 1 11.99395737 18 100
## 1987 1 -0.625322593 0 4 11.99395737 19 100
## 1988 1 0.499229879 0 -4 11.99395737 20 100
## 1989 1 -5.071096071 0 -7 11.99395737 21 100
## 1990 1 -8.060588789 0 7 11.99395737 22 100
## 1991 1 16.514273630 0 1 11.99395737 23 100
## 1992 1 26.898167546 0 -3 11.99395737 24 100
## 1993 1 22.246696877 0 -5 11.99395737 25 100
## 1994 1 0.394031978 1 -3 -10.12837995 1 101
## 1995 1 -3.056259806 1 3 -10.12837995 2 101
## 1996 1 -6.448120315 1 -7 -10.12837995 3 101
## 1997 1 -0.636752976 1 0 -10.12837995 4 101
## 1998 1 14.187703109 1 -7 -10.12837995 5 101
## 1999 1 37.835380988 1 1 -10.12837995 6 101
## 2000 1 1.203220773 1 1 -10.12837995 7 101
## 2001 1 3.867602003 1 7 -10.12837995 8 101
## 2002 1 -5.685864119 1 -4 -10.12837995 9 101
## 2003 1 -29.093350290 1 5 -10.12837995 10 101
## 2004 1 -9.128596725 1 -6 -10.12837995 11 101
## 2005 1 -11.720401929 1 -2 -10.12837995 12 101
## 2006 1 -9.423082835 1 -2 -10.12837995 13 101
## 2007 1 18.158116547 1 0 -10.12837995 14 101
## 2008 1 20.321811109 1 3 -10.12837995 15 101
## 2009 1 -4.551395472 1 -1 -10.12837995 16 101
## 2010 1 0.069632503 1 0 -10.12837995 17 101
## 2011 1 0.839950471 1 4 -10.12837995 18 101
## 2012 1 -7.634850124 1 -4 -10.12837995 19 101
## 2013 1 -15.139513791 1 1 -10.12837995 20 101
## 2014 1 13.904315443 1 7 -10.12837995 21 101
## 2015 1 -20.602541959 1 -6 -10.12837995 22 101
## 2016 1 6.545695040 1 7 -10.12837995 23 101
## 2017 1 10.877587652 1 -4 -10.12837995 24 101
## 2018 1 -1.359917048 1 5 -10.12837995 25 101
## 2019 1 0.316881308 0 -3 1.43731030 1 102
## 2020 1 10.909277364 0 2 1.43731030 2 102
## 2021 1 43.556777383 0 2 1.43731030 3 102
## 2022 1 -2.575782391 0 4 1.43731030 4 102
## 2023 1 9.235884512 0 5 1.43731030 5 102
## 2024 1 8.611231473 0 1 1.43731030 6 102
## 2025 1 -37.992823428 0 -1 1.43731030 7 102
## 2026 1 -27.235928192 0 -5 1.43731030 8 102
## 2027 1 -25.645973651 0 6 1.43731030 9 102
## 2028 1 -6.911036255 0 6 1.43731030 10 102
## 2029 1 -0.787981216 0 0 1.43731030 11 102
## 2030 1 -17.728216808 0 -4 1.43731030 12 102
## 2031 1 -26.553277102 0 -6 1.43731030 13 102
## 2032 1 -29.088508703 0 -6 1.43731030 14 102
## 2033 1 -12.305220920 0 4 1.43731030 15 102
## 2034 1 -14.435727247 0 -2 1.43731030 16 102
## 2035 1 1.567042283 0 2 1.43731030 17 102
## 2036 1 22.080131191 0 0 1.43731030 18 102
## 2037 1 21.777043266 0 -5 1.43731030 19 102
## 2038 1 11.064596305 1 4 -5.44702809 1 103
## 2039 1 21.864869858 1 -6 -5.44702809 2 103
## 2040 1 28.388970708 1 -7 -5.44702809 3 103
## 2041 1 16.157822599 1 -2 -5.44702809 4 103
## 2042 1 -15.544761720 1 -1 -5.44702809 5 103
## 2043 1 6.923800531 1 -4 -5.44702809 6 103
## 2044 1 -29.708230821 1 3 -5.44702809 7 103
## 2045 1 -4.308776214 1 -4 -5.44702809 8 103
## 2046 1 -18.747905397 1 -6 -5.44702809 9 103
## 2047 1 14.489331742 1 -1 -5.44702809 10 103
## 2048 1 2.972718116 1 4 -5.44702809 11 103
## 2049 1 7.175161654 1 -2 -5.44702809 12 103
## 2050 1 -45.314169001 1 -2 -5.44702809 13 103
## 2051 1 -11.709552114 1 -7 -5.44702809 14 103
## 2052 1 -8.878299207 1 1 -5.44702809 15 103
## 2053 1 35.266000648 1 2 -5.44702809 16 103
## 2054 1 -15.176332965 1 7 -5.44702809 17 103
## 2055 1 -9.622918164 1 -3 -5.44702809 18 103
## 2056 1 -15.598673964 1 3 -5.44702809 19 103
## 2057 1 -21.087901134 1 4 -5.44702809 20 103
## 2058 1 -12.214979667 1 -6 -5.44702809 21 103
## 2059 1 -18.665305576 1 -1 -5.44702809 22 103
## 2060 1 -15.813913081 1 0 -6.64235182 1 104
## 2061 1 21.525827641 1 7 -6.64235182 2 104
## 2062 1 31.317433456 1 -3 -6.64235182 3 104
## 2063 1 22.022416700 1 3 -6.64235182 4 104
## 2064 1 -1.778102226 1 -3 -6.64235182 5 104
## 2065 1 6.931400392 1 -2 -6.64235182 6 104
## 2066 1 1.902855462 1 -5 -6.64235182 7 104
## 2067 1 18.088236139 1 -4 -6.64235182 8 104
## 2068 1 -7.373833806 1 -7 -6.64235182 9 104
## 2069 1 -1.248139238 1 -5 -6.64235182 10 104
## 2070 1 13.613768735 1 -2 -6.64235182 11 104
## 2071 1 21.261632293 1 -4 -6.64235182 12 104
## 2072 1 4.059824516 1 4 -6.64235182 13 104
## 2073 1 18.543998651 1 5 -6.64235182 14 104
## 2074 1 4.234335389 1 -3 -6.64235182 15 104
## 2075 1 37.208360012 1 7 -6.64235182 16 104
## 2076 1 -14.097276586 1 4 -6.64235182 17 104
## 2077 1 -7.394091683 1 6 -6.64235182 18 104
## 2078 1 9.977714304 1 1 -6.64235182 19 104
## 2079 1 -2.936370997 1 3 -6.64235182 20 104
## 2080 1 0.810683669 1 4 -6.64235182 21 104
## 2081 1 13.037881664 1 2 -6.64235182 22 104
## 2082 1 9.963044940 1 3 6.30364840 1 105
## 2083 1 2.438862017 1 -5 6.30364840 2 105
## 2084 1 15.912535813 1 0 6.30364840 3 105
## 2085 1 -1.233074411 1 -5 6.30364840 4 105
## 2086 1 -1.759957003 1 1 6.30364840 5 105
## 2087 1 22.246583379 1 3 6.30364840 6 105
## 2088 1 14.491380955 1 5 6.30364840 7 105
## 2089 1 8.111653226 1 -6 6.30364840 8 105
## 2090 1 18.912111087 1 -3 6.30364840 9 105
## 2091 1 -9.223497444 1 3 6.30364840 10 105
## 2092 1 -1.562422463 1 4 6.30364840 11 105
## 2093 1 -21.121001591 1 3 6.30364840 12 105
## 2094 1 -11.190038128 1 1 6.30364840 13 105
## 2095 1 27.566027690 1 4 6.30364840 14 105
## 2096 1 1.441532509 1 1 6.30364840 15 105
## 2097 1 4.836473378 1 -1 6.30364840 16 105
## 2098 1 14.730559539 1 4 6.30364840 17 105
## 2099 1 27.846087291 1 -4 6.30364840 18 105
## 2100 1 -14.896473177 1 3 6.30364840 19 105
## 2101 1 -3.768887515 1 -1 6.30364840 20 105
## 2102 1 -18.205217798 1 6 6.30364840 21 105
## 2103 1 -9.921861163 1 -4 0.30749308 1 106
## 2104 1 -10.392221901 1 4 0.30749308 2 106
## 2105 1 13.457387443 1 -7 0.30749308 3 106
## 2106 1 -8.713834351 1 -3 0.30749308 4 106
## 2107 1 15.086502786 1 5 0.30749308 5 106
## 2108 1 -0.768785135 1 -2 0.30749308 6 106
## 2109 1 18.634937828 1 -4 0.30749308 7 106
## 2110 1 3.952190657 1 3 0.30749308 8 106
## 2111 1 -2.946872334 1 -3 0.30749308 9 106
## 2112 1 4.126588052 1 5 0.30749308 10 106
## 2113 1 35.452281355 1 2 0.30749308 11 106
## 2114 1 5.423941088 1 1 0.30749308 12 106
## 2115 1 -5.802132255 1 -3 0.30749308 13 106
## 2116 1 -32.128800856 1 3 0.30749308 14 106
## 2117 1 2.270884824 1 0 0.30749308 15 106
## 2118 1 4.960244008 1 -2 0.30749308 16 106
## 2119 1 -8.664894243 1 3 -2.29237323 1 107
## 2120 1 -20.367097427 1 6 -2.29237323 2 107
## 2121 1 1.158886555 1 -1 -2.29237323 3 107
## 2122 1 -30.795899554 1 2 -2.29237323 4 107
## 2123 1 -26.819314022 1 2 -2.29237323 5 107
## 2124 1 -11.024034753 1 6 -2.29237323 6 107
## 2125 1 -18.547656170 1 -7 -2.29237323 7 107
## 2126 1 14.050165864 1 4 -2.29237323 8 107
## 2127 1 -16.752684972 1 0 -2.29237323 9 107
## 2128 1 35.879319010 1 1 -2.29237323 10 107
## 2129 1 18.803926334 1 -4 -2.29237323 11 107
## 2130 1 1.639535846 1 -3 -2.29237323 12 107
## 2131 1 -7.849166843 1 5 -2.29237323 13 107
## 2132 1 12.462662779 1 -6 -2.29237323 14 107
## 2133 1 36.647543325 1 -2 -2.29237323 15 107
## 2134 1 -13.708757619 1 7 -2.29237323 16 107
## 2135 1 -5.487438321 0 -6 2.13993340 1 108
## 2136 1 -6.265358289 0 -7 2.13993340 2 108
## 2137 1 -0.671323163 0 3 2.13993340 3 108
## 2138 1 -2.003535483 0 1 2.13993340 4 108
## 2139 1 -6.115364511 0 -5 2.13993340 5 108
## 2140 1 -10.915730493 0 -1 2.13993340 6 108
## 2141 1 -19.965453143 0 0 2.13993340 7 108
## 2142 1 -5.811948939 0 0 2.13993340 8 108
## 2143 1 41.447452751 0 7 2.13993340 9 108
## 2144 1 -21.769851764 0 -7 2.13993340 10 108
## 2145 1 -24.593918227 0 -3 2.13993340 11 108
## 2146 1 -8.159639581 0 -6 2.13993340 12 108
## 2147 1 -56.132415467 0 0 2.13993340 13 108
## 2148 1 14.381942445 0 -2 2.13993340 14 108
## 2149 1 5.890619358 0 2 2.13993340 15 108
## 2150 1 -39.785915328 0 -6 2.13993340 16 108
## 2151 1 -2.637151082 0 5 2.13993340 17 108
## 2152 1 -6.521044255 0 -1 2.13993340 18 108
## 2153 1 6.548496579 0 2 2.13993340 19 108
## 2154 1 -27.944539433 0 4 2.13993340 20 108
## 2155 1 -12.449153936 0 -6 2.13993340 21 108
## 2156 1 33.359258344 0 -1 2.13993340 22 108
## 2157 1 -0.993190044 1 2 -3.42141893 1 109
## 2158 1 1.238214769 1 7 -3.42141893 2 109
## 2159 1 0.740818525 1 7 -3.42141893 3 109
## 2160 1 -4.464165990 1 -1 -3.42141893 4 109
## 2161 1 -3.953504923 1 6 -3.42141893 5 109
## 2162 1 -25.166361913 1 0 -3.42141893 6 109
## 2163 1 -21.103675516 1 -2 -3.42141893 7 109
## 2164 1 5.822445740 1 6 -3.42141893 8 109
## 2165 1 7.550035329 1 7 -3.42141893 9 109
## 2166 1 14.878946903 1 3 -3.42141893 10 109
## 2167 1 9.625747243 1 -5 -3.42141893 11 109
## 2168 1 -12.455537708 1 5 -3.42141893 12 109
## 2169 1 -18.061122040 1 1 -3.42141893 13 109
## 2170 1 -5.663367671 1 1 -3.42141893 14 109
## 2171 1 6.382922139 1 -5 -3.42141893 15 109
## 2172 1 -16.778325072 1 -4 -3.42141893 16 109
## 2173 1 -2.722628708 1 4 -3.42141893 17 109
## 2174 1 -10.597915978 1 6 -3.42141893 18 109
## 2175 1 -2.240039862 1 -4 1.93763010 1 110
## 2176 1 4.430636173 1 3 1.93763010 2 110
## 2177 1 -38.089256302 1 4 1.93763010 3 110
## 2178 1 29.185107586 1 -5 1.93763010 4 110
## 2179 1 -20.174476457 1 0 1.93763010 5 110
## 2180 1 9.777113232 1 4 1.93763010 6 110
## 2181 1 27.769026770 1 -1 1.93763010 7 110
## 2182 1 2.051041702 1 -5 1.93763010 8 110
## 2183 1 -41.858890574 1 6 1.93763010 9 110
## 2184 1 -4.410404703 1 -4 1.93763010 10 110
## 2185 1 -13.530045563 1 5 1.93763010 11 110
## 2186 1 -21.637967974 1 -4 1.93763010 12 110
## 2187 1 8.189407032 1 0 1.93763010 13 110
## 2188 1 9.104823723 1 -7 1.93763010 14 110
## 2189 1 17.530130008 1 -7 1.93763010 15 110
## 2190 1 -21.184512046 1 -3 1.93763010 16 110
## 2191 1 -0.908271771 1 -2 1.93763010 17 110
## 2192 1 -4.485256472 1 3 -4.82596018 1 111
## 2193 1 7.671045639 1 5 -4.82596018 2 111
## 2194 1 11.672657952 1 -4 -4.82596018 3 111
## 2195 1 61.895180683 1 -2 -4.82596018 4 111
## 2196 1 -9.949320923 1 3 -4.82596018 5 111
## 2197 1 -12.278638142 1 2 -4.82596018 6 111
## 2198 1 -10.530985737 1 5 -4.82596018 7 111
## 2199 1 32.171669238 1 7 -4.82596018 8 111
## 2200 1 14.165311784 1 1 -4.82596018 9 111
## 2201 1 -1.493021469 1 4 -4.82596018 10 111
## 2202 1 14.393711918 1 -7 -4.82596018 11 111
## 2203 1 -2.407877765 1 3 -4.82596018 12 111
## 2204 1 48.524544649 1 6 -4.82596018 13 111
## 2205 1 -24.761368951 1 -4 -4.82596018 14 111
## 2206 1 10.634333003 1 6 -4.82596018 15 111
## 2207 1 4.847034944 1 0 -4.82596018 16 111
## 2208 1 -23.385230285 1 -4 -4.82596018 17 111
## 2209 1 20.232141624 1 -2 -4.82596018 18 111
## 2210 1 -15.555231654 1 3 -4.82596018 19 111
## 2211 1 7.890916991 1 7 -4.82596018 20 111
## 2212 1 22.299168300 0 -7 4.17166564 1 112
## 2213 1 12.799428089 0 -6 4.17166564 2 112
## 2214 1 -9.493936123 0 4 4.17166564 3 112
## 2215 1 -17.460134398 0 0 4.17166564 4 112
## 2216 1 -18.535364981 0 6 4.17166564 5 112
## 2217 1 57.679911114 0 5 4.17166564 6 112
## 2218 1 39.316440931 0 -6 4.17166564 7 112
## 2219 1 39.561110929 0 1 4.17166564 8 112
## 2220 1 11.373818249 0 1 4.17166564 9 112
## 2221 1 7.980347241 0 0 4.17166564 10 112
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## 2934 1 24.617264337 0 -2 7.97721170 4 148
## 2935 1 39.507794630 0 -1 7.97721170 5 148
## 2936 1 9.701489241 0 1 7.97721170 6 148
## 2937 1 -9.792912337 0 -1 7.97721170 7 148
## 2938 1 -12.089227693 0 7 7.97721170 8 148
## 2939 1 -30.581449387 0 5 7.97721170 9 148
## 2940 1 13.091467340 0 -4 7.97721170 10 148
## 2941 1 -9.810957488 0 -4 7.97721170 11 148
## 2942 1 13.537355218 0 6 7.97721170 12 148
## 2943 1 21.081761919 0 7 7.97721170 13 148
## 2944 1 1.881011053 0 1 7.97721170 14 148
## 2945 1 14.225023803 0 -6 7.97721170 15 148
## 2946 1 19.395223835 0 -7 7.97721170 16 148
## 2947 1 -2.506158532 0 5 7.97721170 17 148
## 2948 1 -15.283382315 0 -3 7.97721170 18 148
## 2949 1 8.291350838 0 -7 7.97721170 19 148
## 2950 1 30.433683019 0 -6 7.97721170 20 148
## 2951 1 -2.280031845 0 4 9.64503196 1 149
## 2952 1 5.280612870 0 3 9.64503196 2 149
## 2953 1 -33.403936005 0 7 9.64503196 3 149
## 2954 1 17.111948290 0 -4 9.64503196 4 149
## 2955 1 -16.997557099 0 -2 9.64503196 5 149
## 2956 1 7.989115535 0 -6 9.64503196 6 149
## 2957 1 -13.369305815 0 -2 9.64503196 7 149
## 2958 1 -0.621204425 0 -6 9.64503196 8 149
## 2959 1 -7.322379480 0 -7 9.64503196 9 149
## 2960 1 -22.245282888 0 0 9.64503196 10 149
## 2961 1 -20.838388634 0 -7 9.64503196 11 149
## 2962 1 -8.229385232 0 -5 9.64503196 12 149
## 2963 1 19.033877195 0 7 9.64503196 13 149
## 2964 1 -5.045706146 0 -2 9.64503196 14 149
## 2965 1 1.015827669 0 2 9.64503196 15 149
## 2966 1 -8.101560320 0 -4 9.64503196 16 149
## 2967 1 -12.172162023 0 6 9.64503196 17 149
## 2968 1 6.232429609 0 -3 9.64503196 18 149
## 2969 1 -12.976704195 0 -3 9.64503196 19 149
## 2970 1 -20.184579676 0 -1 9.64503196 20 149
## 2971 1 42.948380314 0 -4 -4.79725114 1 150
## 2972 1 -42.017051502 0 -1 -4.79725114 2 150
## 2973 1 -19.998758292 0 7 -4.79725114 3 150
## 2974 1 -14.910362371 0 0 -4.79725114 4 150
## 2975 1 -10.391236642 0 -2 -4.79725114 5 150
## 2976 1 -8.250186822 0 7 -4.79725114 6 150
## 2977 1 -33.075710382 0 7 -4.79725114 7 150
## 2978 1 -40.141791414 0 2 -4.79725114 8 150
## 2979 1 -14.856618963 0 1 -4.79725114 9 150
## 2980 1 -13.540674344 0 -6 -4.79725114 10 150
## 2981 1 10.543462323 0 5 -4.79725114 11 150
## 2982 1 -7.537794449 0 0 -4.79725114 12 150
## 2983 1 14.340089179 0 0 -4.79725114 13 150
## 2984 1 32.579914118 0 4 -4.79725114 14 150
## 2985 1 -21.187762925 0 6 -4.79725114 15 150
## 2986 1 -0.961646619 0 -5 -4.79725114 16 150
## 2987 1 -16.586470375 0 -4 -4.79725114 17 150
## 2988 1 33.053912451 0 0 -4.79725114 18 150
## 2989 1 -4.329251249 0 -5 -4.79725114 19 150
## district error int_classroom int_district fixed_outcome
## 1 1 -2.882672e+00 2.246283039 -1.10090460 50.69475
## 2 1 2.233148e+00 2.246283039 -1.10090460 46.81941
## 3 1 -1.769015e+00 2.246283039 -1.10090460 51.83003
## 4 1 1.374577e-01 2.246283039 -1.10090460 56.19974
## 5 1 3.626405e+00 2.246283039 -1.10090460 42.84632
## 6 1 -1.294545e+00 2.246283039 -1.10090460 53.90345
## 7 1 -1.378256e+00 2.246283039 -1.10090460 42.53178
## 8 1 5.640645e+00 2.246283039 -1.10090460 48.47824
## 9 1 3.940763e+00 2.246283039 -1.10090460 62.19638
## 10 1 1.026640e+00 2.246283039 -1.10090460 49.07974
## 11 1 2.456672e+00 2.246283039 -1.10090460 58.04279
## 12 1 1.217025e+00 2.246283039 -1.10090460 54.58830
## 13 1 3.442207e+00 2.246283039 -1.10090460 41.75496
## 14 1 2.716151e+00 2.246283039 -1.10090460 55.15432
## 15 1 -3.500922e+00 2.246283039 -1.10090460 43.36340
## 16 1 -4.592468e+00 2.246283039 -1.10090460 51.55897
## 17 1 2.015734e+00 2.246283039 -1.10090460 53.74139
## 18 1 4.809939e+00 2.246283039 -1.10090460 42.55522
## 19 1 -3.997267e+00 -0.639301889 -1.10090460 60.31954
## 20 1 5.530115e-01 -0.639301889 -1.10090460 48.30074
## 21 1 4.267054e+00 -0.639301889 -1.10090460 40.29789
## 22 1 -3.573695e-01 -0.639301889 -1.10090460 53.36458
## 23 1 -3.978371e+00 -0.639301889 -1.10090460 43.37747
## 24 1 -4.212668e-01 -0.639301889 -1.10090460 36.26263
## 25 1 -5.580417e+00 -0.639301889 -1.10090460 43.21795
## 26 1 1.684926e+00 -0.639301889 -1.10090460 57.58909
## 27 1 -1.942359e+00 -0.639301889 -1.10090460 53.12275
## 28 1 -4.829710e+00 -0.639301889 -1.10090460 30.10678
## 29 1 8.918119e-01 -0.639301889 -1.10090460 53.41412
## 30 1 1.141149e+00 -0.639301889 -1.10090460 52.81946
## 31 1 -1.105264e+00 -0.639301889 -1.10090460 35.06018
## 32 1 7.589913e-01 -0.639301889 -1.10090460 54.84609
## 33 1 3.638709e+00 -0.639301889 -1.10090460 49.99605
## 34 1 3.344331e+00 -0.639301889 -1.10090460 56.25037
## 35 1 1.458977e+00 -0.639301889 -1.10090460 52.31990
## 36 1 -1.039721e+00 -0.639301889 -1.10090460 45.63397
## 37 1 3.846253e+00 -0.639301889 -1.10090460 50.80293
## 38 1 -1.219609e+00 -0.639301889 -1.10090460 39.74713
## 39 1 2.076544e-01 3.241661009 -1.10090460 56.33418
## 40 1 8.150307e-02 3.241661009 -1.10090460 47.22501
## 41 1 -8.949880e-01 3.241661009 -1.10090460 55.62235
## 42 1 1.889531e+00 3.241661009 -1.10090460 55.96692
## 43 1 -3.015986e+00 3.241661009 -1.10090460 45.53474
## 44 1 -1.987225e+00 3.241661009 -1.10090460 36.93345
## 45 1 2.172220e+00 3.241661009 -1.10090460 54.75935
## 46 1 -6.860120e-01 3.241661009 -1.10090460 56.88968
## 47 1 -9.357969e-01 3.241661009 -1.10090460 42.29277
## 48 1 1.543616e-01 3.241661009 -1.10090460 54.16524
## 49 1 8.178962e-01 3.241661009 -1.10090460 61.51652
## 50 1 3.564206e+00 3.241661009 -1.10090460 56.01039
## 51 1 8.110260e+00 3.241661009 -1.10090460 46.17003
## 52 1 -3.608804e+00 3.241661009 -1.10090460 51.90784
## 53 1 4.497050e+00 3.241661009 -1.10090460 47.05461
## 54 1 -3.334648e+00 3.241661009 -1.10090460 62.84264
## 55 1 7.575590e+00 3.241661009 -1.10090460 50.26261
## 56 1 -3.505713e+00 3.241661009 -1.10090460 59.48155
## 57 1 1.916019e+00 3.241661009 -1.10090460 41.72467
## 58 1 3.238978e+00 3.688185821 -1.10090460 46.46576
## 59 1 -2.920947e+00 3.688185821 -1.10090460 59.19181
## 60 1 3.458757e+00 3.688185821 -1.10090460 24.13571
## 61 1 -1.050421e+00 3.688185821 -1.10090460 50.94855
## 62 1 6.553628e-01 3.688185821 -1.10090460 51.62723
## 63 1 -4.029264e-01 3.688185821 -1.10090460 56.51852
## 64 1 -5.959411e+00 3.688185821 -1.10090460 51.59645
## 65 1 1.514139e-01 3.688185821 -1.10090460 64.48967
## 66 1 3.486675e+00 3.688185821 -1.10090460 62.20861
## 67 1 -5.433551e-01 3.688185821 -1.10090460 45.16477
## 68 1 -1.939559e-01 3.688185821 -1.10090460 36.00104
## 69 1 -2.700541e+00 3.688185821 -1.10090460 61.49715
## 70 1 -2.152810e+00 3.688185821 -1.10090460 47.68091
## 71 1 2.281282e-01 3.688185821 -1.10090460 53.76419
## 72 1 -9.695201e+00 3.688185821 -1.10090460 49.09722
## 73 1 -3.412777e+00 3.688185821 -1.10090460 52.66670
## 74 1 3.129494e+00 3.688185821 -1.10090460 47.63576
## 75 1 1.359869e+00 3.688185821 -1.10090460 61.46746
## 76 1 1.715461e+00 3.688185821 -1.10090460 48.19624
## 77 1 -4.286790e+00 3.688185821 -1.10090460 46.63726
## 78 1 1.981089e+00 3.688185821 -1.10090460 50.59664
## 79 1 -7.925753e-01 3.688185821 -1.10090460 64.57927
## 80 1 -3.716268e+00 1.104038167 -1.10090460 52.82350
## 81 1 -3.211597e-01 1.104038167 -1.10090460 64.80173
## 82 1 1.886928e+00 1.104038167 -1.10090460 48.82577
## 83 1 -4.111719e-01 1.104038167 -1.10090460 54.68860
## 84 1 -1.609128e+00 1.104038167 -1.10090460 59.53871
## 85 1 -2.378847e+00 1.104038167 -1.10090460 60.37759
## 86 1 -4.497628e-01 1.104038167 -1.10090460 44.91897
## 87 1 -1.551192e+00 1.104038167 -1.10090460 62.02600
## 88 1 -6.621999e-01 1.104038167 -1.10090460 54.37064
## 89 1 -2.931199e+00 1.104038167 -1.10090460 55.87716
## 90 1 -1.494223e+00 1.104038167 -1.10090460 53.88553
## 91 1 -2.457565e+00 1.104038167 -1.10090460 53.92762
## 92 1 -1.353217e+00 1.104038167 -1.10090460 67.66918
## 93 1 2.897378e-01 1.104038167 -1.10090460 42.16100
## 94 1 -1.301780e+00 1.104038167 -1.10090460 32.67992
## 95 1 -4.262634e+00 1.104038167 -1.10090460 57.48451
## 96 1 1.626078e+00 1.104038167 -1.10090460 40.25840
## 97 1 1.643273e+00 1.104038167 -1.10090460 53.62354
## 98 1 3.165938e+00 1.104038167 -1.10090460 62.75548
## 99 1 2.234136e+00 1.104038167 -1.10090460 25.42223
## 100 1 2.397518e+00 1.104038167 -1.10090460 50.79266
## 101 1 2.138799e+00 1.104038167 -1.10090460 52.62219
## 102 1 3.408366e+00 2.675030540 -1.10090460 58.35251
## 103 1 -7.572373e+00 2.675030540 -1.10090460 47.96614
## 104 1 -7.567877e-01 2.675030540 -1.10090460 61.36247
## 105 1 6.483277e+00 2.675030540 -1.10090460 45.35162
## 106 1 -4.787705e+00 2.675030540 -1.10090460 48.91863
## 107 1 1.295444e-01 2.675030540 -1.10090460 54.67976
## 108 1 3.427023e+00 2.675030540 -1.10090460 53.71794
## 109 1 2.049571e+00 2.675030540 -1.10090460 52.41453
## 110 1 -2.296319e+00 2.675030540 -1.10090460 43.76159
## 111 1 -6.055047e-01 2.675030540 -1.10090460 45.63630
## 112 1 2.214448e+00 2.675030540 -1.10090460 54.73743
## 113 1 1.762537e+00 2.675030540 -1.10090460 45.97229
## 114 1 -1.245372e+00 2.675030540 -1.10090460 63.38472
## 115 1 -3.008945e+00 2.675030540 -1.10090460 37.32091
## 116 1 2.659244e+00 2.675030540 -1.10090460 56.25874
## 117 1 -1.030304e+00 2.675030540 -1.10090460 52.43189
## 118 1 -6.234040e-01 2.675030540 -1.10090460 38.21900
## 119 1 3.001646e+00 2.675030540 -1.10090460 56.20197
## 120 1 -4.300245e+00 2.675030540 -1.10090460 54.03351
## 121 1 2.180828e+00 2.675030540 -1.10090460 50.60703
## 122 1 -3.289341e+00 2.675030540 -1.10090460 50.27310
## 123 1 2.343313e+00 2.675030540 -1.10090460 59.66973
## 124 1 5.422357e-01 2.675030540 -1.10090460 60.44588
## 125 1 -3.463444e+00 2.675030540 -1.10090460 47.15054
## 126 1 2.384448e+00 -0.237698141 -1.10090460 41.81260
## 127 1 -2.165423e+00 -0.237698141 -1.10090460 53.74309
## 128 1 5.373799e+00 -0.237698141 -1.10090460 59.57283
## 129 1 -1.740577e+00 -0.237698141 -1.10090460 54.29214
## 130 1 -4.104915e+00 -0.237698141 -1.10090460 50.20723
## 131 1 3.249757e+00 -0.237698141 -1.10090460 45.76021
## 132 1 -2.507237e-01 -0.237698141 -1.10090460 47.08814
## 133 1 -9.973959e-01 -0.237698141 -1.10090460 56.49324
## 134 1 -8.094466e+00 -0.237698141 -1.10090460 45.28615
## 135 1 2.508587e-01 -0.237698141 -1.10090460 34.42360
## 136 1 -2.625917e+00 -0.237698141 -1.10090460 54.17743
## 137 1 -1.220590e+00 -0.237698141 -1.10090460 60.68852
## 138 1 -1.501072e+00 -0.237698141 -1.10090460 56.41601
## 139 1 3.129175e+00 -0.237698141 -1.10090460 43.70100
## 140 1 1.489355e+00 -0.237698141 -1.10090460 52.83965
## 141 1 -1.887579e+00 -0.237698141 -1.10090460 53.04800
## 142 1 -7.504997e-01 2.446179210 -1.10090460 47.77222
## 143 1 4.096225e+00 2.446179210 -1.10090460 34.50259
## 144 1 -5.482718e+00 2.446179210 -1.10090460 42.72896
## 145 1 8.714799e+00 2.446179210 -1.10090460 58.17739
## 146 1 2.581144e+00 2.446179210 -1.10090460 49.10933
## 147 1 -1.693396e+00 2.446179210 -1.10090460 65.69500
## 148 1 -7.470330e-01 2.446179210 -1.10090460 47.20302
## 149 1 -3.396333e+00 2.446179210 -1.10090460 51.79814
## 150 1 -3.355433e+00 2.446179210 -1.10090460 43.05613
## 151 1 1.328247e-01 2.446179210 -1.10090460 42.34195
## 152 1 -5.234444e-02 2.446179210 -1.10090460 54.69418
## 153 1 -1.114242e+00 2.446179210 -1.10090460 42.34505
## 154 1 -3.914983e-01 2.446179210 -1.10090460 56.88478
## 155 1 -2.693758e+00 2.446179210 -1.10090460 59.88811
## 156 1 -3.157853e+00 2.446179210 -1.10090460 51.19633
## 157 1 -3.121135e+00 2.446179210 -1.10090460 57.06957
## 158 1 5.648183e+00 4.289643001 -1.10090460 63.23329
## 159 1 -4.706209e-01 4.289643001 -1.10090460 55.71081
## 160 1 -3.604742e+00 4.289643001 -1.10090460 61.21719
## 161 1 6.276063e+00 4.289643001 -1.10090460 37.22239
## 162 1 -1.074452e+00 4.289643001 -1.10090460 48.25619
## 163 1 2.114221e+00 4.289643001 -1.10090460 74.92753
## 164 1 -3.777367e+00 4.289643001 -1.10090460 57.41275
## 165 1 6.601760e+00 4.289643001 -1.10090460 47.47671
## 166 1 -2.182681e+00 4.289643001 -1.10090460 52.70236
## 167 1 1.437517e+00 4.289643001 -1.10090460 47.91180
## 168 1 6.305119e+00 4.289643001 -1.10090460 40.65214
## 169 1 5.764911e+00 4.289643001 -1.10090460 45.25910
## 170 1 2.740516e+00 4.289643001 -1.10090460 47.41924
## 171 1 7.771079e-01 4.289643001 -1.10090460 56.70303
## 172 1 6.102154e-03 4.289643001 -1.10090460 62.04427
## 173 1 3.419121e+00 4.289643001 -1.10090460 56.51678
## 174 1 4.168377e+00 4.289643001 -1.10090460 49.71557
## 175 1 -3.225629e+00 4.289643001 -1.10090460 52.43823
## 176 1 2.247270e+00 4.289643001 -1.10090460 56.29875
## 177 1 8.214380e+00 4.289643001 -1.10090460 58.73759
## 178 1 -9.580307e-01 4.289643001 -1.10090460 48.17635
## 179 1 -4.640670e+00 4.289643001 -1.10090460 63.35425
## 180 1 -1.253237e+00 -3.227290920 -1.10090460 37.50384
## 181 1 3.647467e+00 -3.227290920 -1.10090460 51.81395
## 182 1 5.742194e+00 -3.227290920 -1.10090460 47.33971
## 183 1 3.191762e+00 -3.227290920 -1.10090460 47.43070
## 184 1 1.052218e+00 -3.227290920 -1.10090460 59.90873
## 185 1 6.122698e-02 -3.227290920 -1.10090460 58.96178
## 186 1 -5.583044e+00 -3.227290920 -1.10090460 43.31029
## 187 1 -5.089206e+00 -3.227290920 -1.10090460 53.78012
## 188 1 9.944936e-01 -3.227290920 -1.10090460 45.96605
## 189 1 -1.927818e+00 -3.227290920 -1.10090460 58.65363
## 190 1 4.921256e-01 -3.227290920 -1.10090460 49.82923
## 191 1 -5.178900e-02 -3.227290920 -1.10090460 41.59983
## 192 1 4.496785e+00 -3.227290920 -1.10090460 41.36347
## 193 1 1.020393e+00 -3.227290920 -1.10090460 55.65306
## 194 1 -3.613908e+00 -3.227290920 -1.10090460 62.94605
## 195 1 -6.477236e-01 -3.227290920 -1.10090460 49.74245
## 196 1 -5.345140e+00 -3.227290920 -1.10090460 37.45426
## 197 1 -1.030319e+00 -3.227290920 -1.10090460 48.33252
## 198 1 3.477717e+00 -3.227290920 -1.10090460 51.95677
## 199 1 3.668817e+00 -3.227290920 -1.10090460 48.54645
## 200 1 -2.992973e+00 -3.227290920 -1.10090460 60.82471
## 201 1 8.307525e-01 -3.227290920 -1.10090460 61.12195
## 202 1 -5.160705e-01 -3.227290920 -1.10090460 60.00102
## 203 1 -2.833301e+00 -3.227290920 -1.10090460 48.75032
## 204 2 -2.108596e+00 0.137489896 -0.43819616 70.24705
## 205 2 1.006034e+00 0.137489896 -0.43819616 33.22328
## 206 2 -2.088310e+00 0.137489896 -0.43819616 48.22954
## 207 2 -9.021859e-01 0.137489896 -0.43819616 68.06495
## 208 2 -2.418915e+00 0.137489896 -0.43819616 58.97386
## 209 2 2.217349e+00 0.137489896 -0.43819616 49.38124
## 210 2 -2.667554e+00 0.137489896 -0.43819616 63.04118
## 211 2 -3.206458e+00 0.137489896 -0.43819616 43.78141
## 212 2 -1.684567e+00 0.137489896 -0.43819616 53.96793
## 213 2 -5.414980e+00 0.137489896 -0.43819616 42.77004
## 214 2 2.155067e+00 0.137489896 -0.43819616 50.42959
## 215 2 3.026039e+00 0.137489896 -0.43819616 57.39331
## 216 2 -1.409968e+00 0.137489896 -0.43819616 53.86517
## 217 2 2.867067e+00 0.137489896 -0.43819616 62.46432
## 218 2 4.402733e+00 0.137489896 -0.43819616 64.11766
## 219 2 -5.181397e+00 0.137489896 -0.43819616 55.64515
## 220 2 -6.170124e+00 0.137489896 -0.43819616 56.58796
## 221 2 1.034751e+00 0.137489896 -0.43819616 42.42781
## 222 2 2.151657e+00 0.137489896 -0.43819616 48.84090
## 223 2 -1.632832e+00 -4.708441083 -0.43819616 46.82720
## 224 2 -9.303720e-01 -4.708441083 -0.43819616 46.87684
## 225 2 3.023402e+00 -4.708441083 -0.43819616 47.61004
## 226 2 -3.378948e+00 -4.708441083 -0.43819616 41.14226
## 227 2 -1.294217e+00 -4.708441083 -0.43819616 51.22008
## 228 2 -1.449362e+00 -4.708441083 -0.43819616 41.23150
## 229 2 -1.708625e+00 -4.708441083 -0.43819616 48.86620
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## 1552 8 -3.564559e-01 -1.303881543 -0.55857937 62.99556
## 1553 8 5.625696e-01 -1.303881543 -0.55857937 53.85256
## 1554 8 -2.361944e+00 -1.303881543 -0.55857937 47.48715
## 1555 8 -6.246222e-01 -1.303881543 -0.55857937 58.59730
## 1556 8 2.462779e-01 -1.303881543 -0.55857937 50.73558
## 1557 8 2.564125e+00 -1.303881543 -0.55857937 55.45997
## 1558 8 -4.210343e-01 -1.303881543 -0.55857937 53.46820
## 1559 8 3.471024e+00 -1.303881543 -0.55857937 68.12612
## 1560 8 -2.005999e-01 -1.303881543 -0.55857937 51.88390
## 1561 8 1.944441e+00 -1.303881543 -0.55857937 45.60062
## 1562 8 -6.410028e-02 1.636845521 -0.55857937 57.57986
## 1563 8 -7.088089e-01 1.636845521 -0.55857937 52.56010
## 1564 8 3.411056e+00 1.636845521 -0.55857937 38.73633
## 1565 8 7.186323e-01 1.636845521 -0.55857937 45.62683
## 1566 8 2.951561e+00 1.636845521 -0.55857937 51.63923
## 1567 8 -1.188316e+00 1.636845521 -0.55857937 48.37151
## 1568 8 4.335950e+00 1.636845521 -0.55857937 57.39188
## 1569 8 -5.562679e+00 1.636845521 -0.55857937 56.79134
## 1570 8 9.296890e-01 1.636845521 -0.55857937 50.44915
## 1571 8 -7.424165e-01 1.636845521 -0.55857937 49.55730
## 1572 8 -8.576977e+00 1.636845521 -0.55857937 50.87396
## 1573 8 -4.106490e+00 1.636845521 -0.55857937 48.12134
## 1574 8 3.636157e-01 1.636845521 -0.55857937 50.84378
## 1575 8 2.741887e+00 1.636845521 -0.55857937 45.46870
## 1576 8 -4.205201e+00 1.636845521 -0.55857937 45.28781
## 1577 9 3.128291e+00 0.402860724 -1.36962342 46.75549
## 1578 9 5.118079e+00 0.402860724 -1.36962342 46.51187
## 1579 9 5.390480e-01 0.402860724 -1.36962342 56.26172
## 1580 9 -9.135140e-01 0.402860724 -1.36962342 50.03788
## 1581 9 -3.811522e-01 0.402860724 -1.36962342 51.47891
## 1582 9 -5.256952e+00 0.402860724 -1.36962342 44.16978
## 1583 9 -2.025154e-02 0.402860724 -1.36962342 51.60904
## 1584 9 1.100339e+00 0.402860724 -1.36962342 53.78792
## 1585 9 -6.331949e-01 0.402860724 -1.36962342 48.75021
## 1586 9 4.457029e+00 0.402860724 -1.36962342 55.70220
## 1587 9 3.296468e+00 0.402860724 -1.36962342 37.14309
## 1588 9 -1.694695e+00 0.402860724 -1.36962342 47.78499
## 1589 9 -2.728656e+00 0.402860724 -1.36962342 43.19183
## 1590 9 -4.401726e+00 0.402860724 -1.36962342 45.98512
## 1591 9 -2.073490e+00 0.402860724 -1.36962342 52.68515
## 1592 9 -3.180017e+00 0.402860724 -1.36962342 55.34721
## 1593 9 6.820712e+00 0.402860724 -1.36962342 51.27270
## 1594 9 2.794114e-01 -2.642990157 -1.36962342 39.18495
## 1595 9 5.254835e-01 -2.642990157 -1.36962342 46.51034
## 1596 9 -2.318283e+00 -2.642990157 -1.36962342 55.25714
## 1597 9 8.799992e-01 -2.642990157 -1.36962342 61.34909
## 1598 9 -7.180707e-01 -2.642990157 -1.36962342 49.35154
## 1599 9 4.237069e+00 -2.642990157 -1.36962342 53.59035
## 1600 9 -3.110067e+00 -2.642990157 -1.36962342 43.03350
## 1601 9 -2.889796e+00 -2.642990157 -1.36962342 56.79640
## 1602 9 2.093202e+00 -2.642990157 -1.36962342 55.82961
## 1603 9 -4.852821e-01 -2.642990157 -1.36962342 51.32240
## 1604 9 5.266447e+00 -2.642990157 -1.36962342 25.39973
## 1605 9 4.826983e+00 -2.642990157 -1.36962342 49.75705
## 1606 9 3.204725e+00 -2.642990157 -1.36962342 54.82354
## 1607 9 -1.980758e+00 -2.642990157 -1.36962342 63.01033
## 1608 9 2.373614e+00 -2.642990157 -1.36962342 47.50923
## 1609 9 -8.704776e-01 -2.642990157 -1.36962342 60.92562
## 1610 9 -5.180871e-02 -2.642990157 -1.36962342 42.20565
## 1611 9 -3.075290e+00 -2.642990157 -1.36962342 53.08202
## 1612 9 2.068469e+00 -2.642990157 -1.36962342 63.50519
## 1613 9 5.602825e-01 -2.642990157 -1.36962342 42.47730
## 1614 9 3.857986e+00 -2.642990157 -1.36962342 62.03915
## 1615 9 -2.971170e+00 -2.642990157 -1.36962342 48.29399
## 1616 9 1.406082e+00 -2.642990157 -1.36962342 56.16535
## 1617 9 -3.674347e+00 -1.878383304 -1.36962342 45.18344
## 1618 9 2.015111e+00 -1.878383304 -1.36962342 49.80558
## 1619 9 -5.534692e+00 -1.878383304 -1.36962342 55.82066
## 1620 9 1.220148e+00 -1.878383304 -1.36962342 44.41277
## 1621 9 4.592578e+00 -1.878383304 -1.36962342 30.50886
## 1622 9 -5.825844e+00 -1.878383304 -1.36962342 49.87983
## 1623 9 4.679561e+00 -1.878383304 -1.36962342 59.24026
## 1624 9 1.331071e+00 -1.878383304 -1.36962342 50.88718
## 1625 9 -1.767976e+00 -1.878383304 -1.36962342 51.66293
## 1626 9 -8.690819e-01 -1.878383304 -1.36962342 31.18899
## 1627 9 -3.355654e+00 -1.878383304 -1.36962342 54.14102
## 1628 9 5.076939e-01 -1.878383304 -1.36962342 51.03026
## 1629 9 -1.051571e-01 -1.878383304 -1.36962342 46.80630
## 1630 9 2.756250e+00 -1.878383304 -1.36962342 59.56010
## 1631 9 -3.802444e+00 -1.878383304 -1.36962342 63.37276
## 1632 9 -2.186005e+00 -1.878383304 -1.36962342 58.16188
## 1633 9 5.362898e+00 -1.878383304 -1.36962342 43.87725
## 1634 9 2.982288e+00 -1.878383304 -1.36962342 50.59281
## 1635 9 -8.031047e+00 -1.878383304 -1.36962342 52.95183
## 1636 9 -6.482579e-02 -1.878383304 -1.36962342 51.82585
## 1637 9 -1.062569e+00 -1.878383304 -1.36962342 52.79089
## 1638 9 -2.973134e-01 -1.878383304 -1.36962342 55.78625
## 1639 9 -3.992901e-01 -1.878383304 -1.36962342 68.29532
## 1640 9 4.463437e+00 -4.383107034 -1.36962342 48.13582
## 1641 9 -1.978972e+00 -4.383107034 -1.36962342 42.46083
## 1642 9 1.804476e+00 -4.383107034 -1.36962342 53.06803
## 1643 9 -6.777003e-01 -4.383107034 -1.36962342 59.38447
## 1644 9 2.625912e+00 -4.383107034 -1.36962342 51.31575
## 1645 9 1.705321e+00 -4.383107034 -1.36962342 61.17414
## 1646 9 -1.784557e+00 -4.383107034 -1.36962342 68.64457
## 1647 9 1.490997e+00 -4.383107034 -1.36962342 41.50144
## 1648 9 -2.070031e+00 -4.383107034 -1.36962342 60.38686
## 1649 9 2.453508e-01 -4.383107034 -1.36962342 46.93003
## 1650 9 -3.839570e-01 -4.383107034 -1.36962342 55.56605
## 1651 9 8.636235e-01 -4.383107034 -1.36962342 60.48055
## 1652 9 4.491727e+00 -4.383107034 -1.36962342 57.40927
## 1653 9 7.188114e-01 -4.383107034 -1.36962342 54.50324
## 1654 9 1.551403e+00 -4.383107034 -1.36962342 59.21231
## 1655 9 -1.906379e+00 -4.383107034 -1.36962342 63.51160
## 1656 9 5.023340e+00 -4.383107034 -1.36962342 59.67534
## 1657 9 -2.242018e+00 -4.383107034 -1.36962342 62.47047
## 1658 9 -4.640930e+00 -4.383107034 -1.36962342 46.05737
## 1659 9 4.304241e+00 -4.383107034 -1.36962342 57.94865
## 1660 9 -1.142736e+00 -4.383107034 -1.36962342 54.51311
## 1661 9 4.750268e+00 -4.383107034 -1.36962342 46.06337
## 1662 9 5.149764e-01 -4.383107034 -1.36962342 45.32543
## 1663 9 -4.624470e-01 -4.383107034 -1.36962342 50.10869
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## 1665 9 2.317719e+00 -0.283971683 -1.36962342 46.89618
## 1666 9 -1.418928e+00 -0.283971683 -1.36962342 52.00172
## 1667 9 -4.392249e+00 -0.283971683 -1.36962342 54.22576
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## 1669 9 3.093553e+00 -0.283971683 -1.36962342 54.28453
## 1670 9 3.043590e+00 -0.283971683 -1.36962342 41.65836
## 1671 9 -4.457513e+00 -0.283971683 -1.36962342 66.65456
## 1672 9 -2.462194e+00 -0.283971683 -1.36962342 37.64110
## 1673 9 -3.782350e+00 -0.283971683 -1.36962342 41.22230
## 1674 9 2.680585e+00 -0.283971683 -1.36962342 41.07922
## 1675 9 2.200886e+00 -0.283971683 -1.36962342 73.68879
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## 1677 9 -5.444694e+00 -0.283971683 -1.36962342 52.44620
## 1678 9 6.412828e+00 -0.283971683 -1.36962342 38.27594
## 1679 9 4.111248e+00 -0.283971683 -1.36962342 63.06162
## 1680 9 1.879618e+00 -0.283971683 -1.36962342 52.71487
## 1681 9 -2.240656e+00 -0.283971683 -1.36962342 64.43865
## 1682 9 -1.051029e+00 2.836608953 -1.36962342 49.13064
## 1683 9 3.038711e+00 2.836608953 -1.36962342 28.22236
## 1684 9 8.867534e+00 2.836608953 -1.36962342 41.02100
## 1685 9 2.279519e+00 2.836608953 -1.36962342 49.34381
## 1686 9 1.372414e+00 2.836608953 -1.36962342 34.89092
## 1687 9 3.923891e+00 2.836608953 -1.36962342 51.36434
## 1688 9 -5.547386e-01 2.836608953 -1.36962342 56.45455
## 1689 9 3.547638e+00 2.836608953 -1.36962342 48.68412
## 1690 9 2.218576e+00 2.836608953 -1.36962342 52.36125
## 1691 9 -5.920398e+00 2.836608953 -1.36962342 47.68523
## 1692 9 1.223418e+00 2.836608953 -1.36962342 52.74625
## 1693 9 -2.104168e+00 2.836608953 -1.36962342 43.71085
## 1694 9 -2.239055e+00 2.836608953 -1.36962342 42.48354
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## 1697 9 3.316552e+00 2.836608953 -1.36962342 54.18229
## 1698 9 2.572128e+00 2.836608953 -1.36962342 49.82237
## 1699 9 4.420378e+00 -3.023585403 -1.36962342 62.97911
## 1700 9 -2.605786e+00 -3.023585403 -1.36962342 54.24763
## 1701 9 2.036990e+00 -3.023585403 -1.36962342 51.50598
## 1702 9 -1.878391e+00 -3.023585403 -1.36962342 49.69635
## 1703 9 -1.840905e-01 -3.023585403 -1.36962342 60.89990
## 1704 9 3.190858e+00 -3.023585403 -1.36962342 41.86258
## 1705 9 -2.159286e+00 -3.023585403 -1.36962342 47.83131
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## 1707 9 2.947142e+00 -3.023585403 -1.36962342 50.79520
## 1708 9 2.038171e+00 -3.023585403 -1.36962342 59.33777
## 1709 9 2.079834e+00 -3.023585403 -1.36962342 51.10463
## 1710 9 -3.463034e-01 -3.023585403 -1.36962342 45.86988
## 1711 9 -6.890526e+00 -3.023585403 -1.36962342 54.49856
## 1712 9 1.510708e+00 -3.023585403 -1.36962342 53.01008
## 1713 9 2.595656e+00 -3.023585403 -1.36962342 40.31143
## 1714 9 -7.959529e-01 -3.023585403 -1.36962342 59.10758
## 1715 9 8.548589e-01 -0.828811571 -1.36962342 41.85279
## 1716 9 9.572126e-01 -0.828811571 -1.36962342 53.53868
## 1717 9 2.464194e+00 -0.828811571 -1.36962342 57.54560
## 1718 9 -9.826772e-01 -0.828811571 -1.36962342 51.36095
## 1719 9 -5.124901e+00 -0.828811571 -1.36962342 62.64524
## 1720 9 -3.098085e+00 -0.828811571 -1.36962342 61.40759
## 1721 9 8.993956e-01 -0.828811571 -1.36962342 51.33404
## 1722 9 -6.509274e+00 -0.828811571 -1.36962342 55.25903
## 1723 9 -1.073945e+00 -0.828811571 -1.36962342 42.90723
## 1724 9 1.347211e+00 -0.828811571 -1.36962342 57.72011
## 1725 9 4.208660e+00 -0.828811571 -1.36962342 54.73839
## 1726 9 3.249622e+00 -0.828811571 -1.36962342 57.24994
## 1727 9 1.833626e+00 -0.828811571 -1.36962342 60.79413
## 1728 9 -2.406505e+00 -0.828811571 -1.36962342 43.29210
## 1729 9 8.401141e-01 -0.828811571 -1.36962342 35.99895
## 1730 9 -7.598739e+00 -0.828811571 -1.36962342 50.85423
## 1731 9 -7.780540e+00 -0.828811571 -1.36962342 44.89887
## 1732 9 -3.457810e-01 -0.828811571 -1.36962342 43.33391
## 1733 9 2.949622e+00 -0.828811571 -1.36962342 52.36172
## 1734 9 -8.737233e-02 -5.206284957 -1.36962342 48.66575
## 1735 9 3.609089e+00 -5.206284957 -1.36962342 46.07839
## 1736 9 -4.732453e-01 -5.206284957 -1.36962342 46.84671
## 1737 9 3.686539e+00 -5.206284957 -1.36962342 56.85081
## 1738 9 -5.193917e+00 -5.206284957 -1.36962342 45.25689
## 1739 9 1.182279e+00 -5.206284957 -1.36962342 47.64009
## 1740 9 -2.630711e+00 -5.206284957 -1.36962342 31.43803
## 1741 9 8.872591e-01 -5.206284957 -1.36962342 53.07182
## 1742 9 -3.726953e+00 -5.206284957 -1.36962342 42.31343
## 1743 9 8.629720e+00 -5.206284957 -1.36962342 63.42685
## 1744 9 -1.206526e+00 -5.206284957 -1.36962342 37.16665
## 1745 9 -1.651158e+00 -5.206284957 -1.36962342 53.80757
## 1746 9 -1.787934e+00 -5.206284957 -1.36962342 43.98535
## 1747 9 7.745027e-01 -5.206284957 -1.36962342 46.34077
## 1748 9 4.935392e+00 -5.206284957 -1.36962342 42.98311
## 1749 9 3.183638e+00 -5.206284957 -1.36962342 48.20604
## 1750 9 -9.329156e-01 -5.206284957 -1.36962342 53.74781
## 1751 9 -1.730934e+00 -5.206284957 -1.36962342 56.59775
## 1752 9 -1.990715e+00 -5.206284957 -1.36962342 66.80461
## 1753 9 1.275041e+00 -5.206284957 -1.36962342 50.35799
## 1754 9 -3.342377e+00 -5.206284957 -1.36962342 55.63000
## 1755 9 1.109212e+00 -5.206284957 -1.36962342 41.32521
## 1756 9 1.940847e+00 -5.206284957 -1.36962342 50.42086
## 1757 9 -8.002330e-01 -5.206284957 -1.36962342 38.41210
## 1758 9 -4.831816e+00 -5.206284957 -1.36962342 39.80207
## 1759 9 4.735596e-01 0.911683741 -1.36962342 51.78759
## 1760 9 -5.101633e+00 0.911683741 -1.36962342 43.56437
## 1761 9 -1.554798e+00 0.911683741 -1.36962342 51.22691
## 1762 9 -4.354752e+00 0.911683741 -1.36962342 48.59054
## 1763 9 9.164759e-01 0.911683741 -1.36962342 54.42218
## 1764 9 -2.889041e-01 0.911683741 -1.36962342 42.92266
## 1765 9 1.957182e+00 0.911683741 -1.36962342 56.81772
## 1766 9 -2.547621e+00 0.911683741 -1.36962342 45.51740
## 1767 9 -9.195745e-01 0.911683741 -1.36962342 58.09132
## 1768 9 8.851591e-01 0.911683741 -1.36962342 60.09164
## 1769 9 -3.442508e+00 0.911683741 -1.36962342 45.88363
## 1770 9 -1.584153e+00 0.911683741 -1.36962342 46.53642
## 1771 9 6.251660e-01 0.911683741 -1.36962342 38.62833
## 1772 9 1.301314e+00 0.911683741 -1.36962342 48.24842
## 1773 9 -1.872155e+00 0.911683741 -1.36962342 46.85067
## 1774 9 -2.688756e+00 0.911683741 -1.36962342 64.33137
## 1775 9 5.171230e+00 0.911683741 -1.36962342 53.76695
## 1776 9 6.828606e-01 0.911683741 -1.36962342 39.56932
## 1777 9 -4.283247e+00 0.911683741 -1.36962342 55.09409
## 1778 9 1.009211e+00 0.911683741 -1.36962342 45.47419
## 1779 9 -1.877891e+00 0.911683741 -1.36962342 65.30915
## 1780 9 1.695482e+00 0.911683741 -1.36962342 50.67221
## 1781 9 -7.014019e-01 0.911683741 -1.36962342 51.22780
## 1782 9 -7.075034e+00 0.911683741 -1.36962342 64.50768
## 1783 10 1.830914e+00 0.691588487 -0.18667056 41.64482
## 1784 10 -1.315416e+00 0.691588487 -0.18667056 54.53795
## 1785 10 9.407665e-01 0.691588487 -0.18667056 61.57385
## 1786 10 6.115860e-01 0.691588487 -0.18667056 46.59088
## 1787 10 2.004292e-01 0.691588487 -0.18667056 55.37692
## 1788 10 -1.590583e+00 0.691588487 -0.18667056 43.89766
## 1789 10 2.257765e+00 0.691588487 -0.18667056 39.93792
## 1790 10 3.255055e+00 0.691588487 -0.18667056 42.42311
## 1791 10 1.492501e+00 0.691588487 -0.18667056 64.18170
## 1792 10 3.254044e+00 0.691588487 -0.18667056 41.20687
## 1793 10 -1.193282e+00 0.691588487 -0.18667056 57.07077
## 1794 10 -1.288129e+00 0.691588487 -0.18667056 43.02492
## 1795 10 -3.733769e+00 0.691588487 -0.18667056 54.69344
## 1796 10 1.991218e+00 0.691588487 -0.18667056 38.06818
## 1797 10 5.122656e+00 0.691588487 -0.18667056 38.53624
## 1798 10 -1.619448e+00 0.691588487 -0.18667056 57.43876
## 1799 10 3.150479e+00 0.691588487 -0.18667056 41.87716
## 1800 10 -3.138572e+00 0.691588487 -0.18667056 49.39884
## 1801 10 1.485801e+00 -0.024879905 -0.18667056 51.78858
## 1802 10 4.165882e+00 -0.024879905 -0.18667056 50.67073
## 1803 10 7.053834e+00 -0.024879905 -0.18667056 37.41739
## 1804 10 7.152129e+00 -0.024879905 -0.18667056 47.38055
## 1805 10 -2.512723e+00 -0.024879905 -0.18667056 47.69294
## 1806 10 2.956378e+00 -0.024879905 -0.18667056 53.55664
## 1807 10 -1.058496e+00 -0.024879905 -0.18667056 48.04340
## 1808 10 -4.008668e+00 -0.024879905 -0.18667056 51.51174
## 1809 10 -1.803704e+00 -0.024879905 -0.18667056 56.79547
## 1810 10 -1.134635e+00 -0.024879905 -0.18667056 45.74050
## 1811 10 -3.685435e+00 -0.024879905 -0.18667056 52.03776
## 1812 10 3.519199e+00 -0.024879905 -0.18667056 62.82230
## 1813 10 3.928269e+00 -0.024879905 -0.18667056 41.00517
## 1814 10 -7.455052e-01 -0.024879905 -0.18667056 38.72104
## 1815 10 -1.276826e+00 -0.024879905 -0.18667056 58.00004
## 1816 10 1.624104e+00 -0.024879905 -0.18667056 36.89746
## 1817 10 -1.604193e-01 -0.024879905 -0.18667056 41.56144
## 1818 10 4.292919e+00 -0.024879905 -0.18667056 45.21023
## 1819 10 3.090811e+00 -0.024879905 -0.18667056 50.82166
## 1820 10 4.722285e+00 -0.024879905 -0.18667056 54.67746
## 1821 10 -3.954950e-01 -0.024879905 -0.18667056 42.92676
## 1822 10 -3.042496e+00 -1.307814521 -0.18667056 47.04159
## 1823 10 1.934893e+00 -1.307814521 -0.18667056 60.49165
## 1824 10 1.835975e+00 -1.307814521 -0.18667056 36.53541
## 1825 10 -3.523330e-01 -1.307814521 -0.18667056 65.56238
## 1826 10 -1.265611e+00 -1.307814521 -0.18667056 54.32410
## 1827 10 3.745476e+00 -1.307814521 -0.18667056 55.31379
## 1828 10 -3.295069e+00 -1.307814521 -0.18667056 55.25958
## 1829 10 1.498883e+00 -1.307814521 -0.18667056 54.08012
## 1830 10 1.317335e+00 -1.307814521 -0.18667056 42.61504
## 1831 10 3.834193e-01 -1.307814521 -0.18667056 37.68209
## 1832 10 -7.715955e+00 -1.307814521 -0.18667056 47.32277
## 1833 10 5.112927e+00 -1.307814521 -0.18667056 43.21026
## 1834 10 -4.011966e+00 -1.307814521 -0.18667056 63.20591
## 1835 10 2.740445e+00 -1.307814521 -0.18667056 47.16011
## 1836 10 1.557010e+00 -1.307814521 -0.18667056 59.26352
## 1837 10 2.145853e+00 -1.307814521 -0.18667056 48.08855
## 1838 10 -1.565928e+00 -1.307814521 -0.18667056 42.91267
## 1839 10 -3.283616e+00 -1.307814521 -0.18667056 42.36805
## 1840 10 3.063267e+00 -1.307814521 -0.18667056 45.28679
## 1841 10 -2.008599e+00 -1.307814521 -0.18667056 46.89384
## 1842 10 3.327044e+00 -0.999042388 -0.18667056 44.01285
## 1843 10 -4.610170e+00 -0.999042388 -0.18667056 48.14724
## 1844 10 -1.161984e+00 -0.999042388 -0.18667056 60.05992
## 1845 10 -5.153833e-01 -0.999042388 -0.18667056 49.72875
## 1846 10 -3.785482e+00 -0.999042388 -0.18667056 46.11728
## 1847 10 -3.484514e+00 -0.999042388 -0.18667056 46.19388
## 1848 10 1.777354e+00 -0.999042388 -0.18667056 53.70857
## 1849 10 -2.033065e+00 -0.999042388 -0.18667056 51.17707
## 1850 10 -1.067833e+00 -0.999042388 -0.18667056 63.96421
## 1851 10 -8.850279e-01 -0.999042388 -0.18667056 54.37554
## 1852 10 3.234853e+00 -0.999042388 -0.18667056 58.55095
## 1853 10 -1.925217e+00 -0.999042388 -0.18667056 59.65834
## 1854 10 2.240772e+00 -0.999042388 -0.18667056 55.95216
## 1855 10 -6.019344e+00 -0.999042388 -0.18667056 62.64737
## 1856 10 -9.684065e-01 -0.999042388 -0.18667056 61.70496
## 1857 10 8.136130e+00 -0.999042388 -0.18667056 62.90098
## 1858 10 -2.057975e+00 -0.999042388 -0.18667056 40.79322
## 1859 10 -2.098059e+00 -0.999042388 -0.18667056 59.09204
## 1860 10 3.834088e+00 -0.999042388 -0.18667056 51.55250
## 1861 10 -1.706769e+00 -0.999042388 -0.18667056 60.82846
## 1862 10 7.286191e+00 -0.999042388 -0.18667056 47.22296
## 1863 10 1.053125e+00 -0.999042388 -0.18667056 42.74289
## 1864 10 9.362443e-01 -1.584245026 -0.18667056 44.41795
## 1865 10 4.141040e+00 -1.584245026 -0.18667056 45.00476
## 1866 10 -1.777243e+00 -1.584245026 -0.18667056 31.21671
## 1867 10 8.557952e-01 -1.584245026 -0.18667056 52.09303
## 1868 10 2.745320e+00 -1.584245026 -0.18667056 50.00515
## 1869 10 -2.197064e-01 -1.584245026 -0.18667056 54.95583
## 1870 10 2.183465e+00 -1.584245026 -0.18667056 55.19355
## 1871 10 2.589016e+00 -1.584245026 -0.18667056 39.42678
## 1872 10 1.215248e+00 -1.584245026 -0.18667056 33.98104
## 1873 10 1.109805e+00 -1.584245026 -0.18667056 50.38129
## 1874 10 2.519223e+00 -1.584245026 -0.18667056 37.62725
## 1875 10 -6.989203e+00 -1.584245026 -0.18667056 45.54514
## 1876 10 5.502413e+00 -1.584245026 -0.18667056 72.02043
## 1877 10 3.284017e+00 -1.584245026 -0.18667056 29.18278
## 1878 10 -7.841633e-01 -1.584245026 -0.18667056 39.05881
## 1879 10 4.952271e+00 -1.584245026 -0.18667056 49.28605
## 1880 10 -1.492533e+00 -1.584245026 -0.18667056 45.05996
## 1881 10 7.580700e-01 -1.584245026 -0.18667056 44.36589
## 1882 10 -3.508553e+00 -3.254799141 -0.18667056 48.81750
## 1883 10 -4.237704e+00 -3.254799141 -0.18667056 41.22758
## 1884 10 -1.172437e+00 -3.254799141 -0.18667056 51.28636
## 1885 10 2.887115e+00 -3.254799141 -0.18667056 66.25065
## 1886 10 -7.100583e-01 -3.254799141 -0.18667056 41.13870
## 1887 10 5.186752e+00 -3.254799141 -0.18667056 54.01971
## 1888 10 -1.700958e+00 -3.254799141 -0.18667056 53.82808
## 1889 10 -1.512998e+00 -3.254799141 -0.18667056 56.60061
## 1890 10 -2.662037e+00 -3.254799141 -0.18667056 40.67859
## 1891 10 5.556611e-01 -3.254799141 -0.18667056 53.75920
## 1892 10 -4.565955e-01 -3.254799141 -0.18667056 57.87340
## 1893 10 2.291548e+00 -3.254799141 -0.18667056 37.33968
## 1894 10 -4.219083e+00 -3.254799141 -0.18667056 62.53332
## 1895 10 -1.167744e+00 -3.254799141 -0.18667056 51.30725
## 1896 10 -3.220940e+00 -3.254799141 -0.18667056 52.45320
## 1897 10 3.498138e+00 -3.254799141 -0.18667056 33.96885
## 1898 10 3.249816e+00 -3.254799141 -0.18667056 59.00088
## 1899 10 -3.373746e+00 -3.254799141 -0.18667056 40.34610
## 1900 10 3.997075e+00 -3.254799141 -0.18667056 54.58071
## 1901 10 1.492307e+00 -3.254799141 -0.18667056 47.34321
## 1902 10 6.177265e+00 -3.254799141 -0.18667056 50.77346
## 1903 10 7.359283e+00 -3.254799141 -0.18667056 42.41364
## 1904 10 -3.433626e+00 -3.254799141 -0.18667056 45.30164
## 1905 10 1.314771e-01 -3.254799141 -0.18667056 45.25026
## 1906 10 3.159316e-01 -3.254799141 -0.18667056 45.06776
## 1907 10 4.603293e+00 0.118063073 -0.18667056 47.69032
## 1908 10 5.615258e-01 0.118063073 -0.18667056 49.30968
## 1909 10 3.029861e+00 0.118063073 -0.18667056 56.97406
## 1910 10 -1.586641e+00 0.118063073 -0.18667056 56.66905
## 1911 10 -3.176297e+00 0.118063073 -0.18667056 42.42393
## 1912 10 4.828636e-01 0.118063073 -0.18667056 46.45483
## 1913 10 2.278259e+00 0.118063073 -0.18667056 50.43832
## 1914 10 2.462559e+00 0.118063073 -0.18667056 50.37908
## 1915 10 -9.329357e-01 0.118063073 -0.18667056 39.43476
## 1916 10 2.248652e+00 0.118063073 -0.18667056 65.90663
## 1917 10 -4.547436e+00 0.118063073 -0.18667056 46.69081
## 1918 10 -4.662814e+00 0.118063073 -0.18667056 41.02176
## 1919 10 -3.286517e+00 0.118063073 -0.18667056 47.03745
## 1920 10 1.412379e-02 0.118063073 -0.18667056 38.84096
## 1921 10 4.690955e+00 0.118063073 -0.18667056 63.20879
## 1922 10 4.620600e-02 0.118063073 -0.18667056 56.13123
## 1923 10 1.244633e+00 0.118063073 -0.18667056 55.09057
## 1924 10 3.442979e+00 0.118063073 -0.18667056 46.14726
## 1925 10 -8.295183e-01 0.118063073 -0.18667056 51.02248
## 1926 10 -2.635028e-01 0.118063073 -0.18667056 41.62098
## 1927 10 -5.513587e+00 0.118063073 -0.18667056 48.99221
## 1928 10 -6.156762e+00 0.118063073 -0.18667056 38.49554
## 1929 10 -3.456899e+00 0.118063073 -0.18667056 38.59145
## 1930 10 8.935066e-01 0.706800140 -0.18667056 54.81246
## 1931 10 3.083136e+00 0.706800140 -0.18667056 50.07340
## 1932 10 -4.603966e-01 0.706800140 -0.18667056 43.78207
## 1933 10 1.165824e+00 0.706800140 -0.18667056 44.09559
## 1934 10 -2.391031e+00 0.706800140 -0.18667056 49.17352
## 1935 10 9.281863e+00 0.706800140 -0.18667056 48.97259
## 1936 10 1.529507e-01 0.706800140 -0.18667056 58.11686
## 1937 10 -3.865308e+00 0.706800140 -0.18667056 56.51107
## 1938 10 -1.825914e+00 0.706800140 -0.18667056 58.81406
## 1939 10 -4.933157e+00 0.706800140 -0.18667056 57.69978
## 1940 10 -4.882405e+00 0.706800140 -0.18667056 69.93135
## 1941 10 2.678610e+00 0.706800140 -0.18667056 40.40128
## 1942 10 -4.715927e+00 0.706800140 -0.18667056 50.35637
## 1943 10 -2.369204e+00 0.706800140 -0.18667056 54.35821
## 1944 10 1.564667e-01 0.706800140 -0.18667056 47.18311
## 1945 10 2.754904e-01 1.172518632 -0.18667056 56.66757
## 1946 10 1.353159e+00 1.172518632 -0.18667056 36.79242
## 1947 10 -5.279582e+00 1.172518632 -0.18667056 45.95309
## 1948 10 -2.353184e+00 1.172518632 -0.18667056 45.47195
## 1949 10 -8.881989e-01 1.172518632 -0.18667056 55.41128
## 1950 10 5.676197e+00 1.172518632 -0.18667056 64.95138
## 1951 10 -8.493909e-01 1.172518632 -0.18667056 52.46452
## 1952 10 1.988258e+00 1.172518632 -0.18667056 51.72941
## 1953 10 -3.872497e+00 1.172518632 -0.18667056 57.41436
## 1954 10 -5.810909e+00 1.172518632 -0.18667056 64.49079
## 1955 10 1.503113e+00 1.172518632 -0.18667056 51.46806
## 1956 10 -2.484132e+00 1.172518632 -0.18667056 56.54054
## 1957 10 1.618148e+00 1.172518632 -0.18667056 56.76267
## 1958 10 -2.180747e+00 1.172518632 -0.18667056 56.54731
## 1959 10 6.978672e-01 1.172518632 -0.18667056 46.56661
## 1960 10 -2.778259e+00 1.172518632 -0.18667056 58.95348
## 1961 10 -7.718750e-01 1.172518632 -0.18667056 51.02591
## 1962 10 3.998836e+00 1.172518632 -0.18667056 56.01315
## 1963 10 -1.740987e+00 1.172518632 -0.18667056 51.51728
## 1964 10 2.878960e+00 1.172518632 -0.18667056 28.34369
## 1965 10 1.688351e+00 1.172518632 -0.18667056 47.04244
## 1966 10 -3.960003e+00 1.172518632 -0.18667056 50.00832
## 1967 10 2.185139e+00 1.172518632 -0.18667056 50.46420
## 1968 10 4.581847e-01 1.172518632 -0.18667056 47.80820
## 1969 10 3.048245e+00 0.022714810 -0.18667056 37.36151
## 1970 10 9.111059e-01 0.022714810 -0.18667056 45.72621
## 1971 10 -4.048644e-01 0.022714810 -0.18667056 42.48016
## 1972 10 4.578424e+00 0.022714810 -0.18667056 41.99913
## 1973 10 2.845659e+00 0.022714810 -0.18667056 52.25644
## 1974 10 -3.883980e+00 0.022714810 -0.18667056 68.16714
## 1975 10 6.473601e+00 0.022714810 -0.18667056 58.45066
## 1976 10 2.091681e+00 0.022714810 -0.18667056 53.97066
## 1977 10 -2.951721e+00 0.022714810 -0.18667056 61.58882
## 1978 10 1.818908e+00 0.022714810 -0.18667056 57.30959
## 1979 10 9.862806e-01 0.022714810 -0.18667056 40.97087
## 1980 10 -9.690228e-01 0.022714810 -0.18667056 49.07393
## 1981 10 1.442282e+00 0.022714810 -0.18667056 45.44721
## 1982 10 1.484291e+00 0.022714810 -0.18667056 43.75132
## 1983 10 -1.506266e+00 0.022714810 -0.18667056 56.89061
## 1984 10 -1.596528e+00 0.022714810 -0.18667056 49.98205
## 1985 10 2.801048e+00 0.022714810 -0.18667056 44.96675
## 1986 10 -4.305181e+00 0.022714810 -0.18667056 66.87479
## 1987 10 -7.412005e-01 0.022714810 -0.18667056 53.14836
## 1988 10 5.316943e+00 0.022714810 -0.18667056 52.79818
## 1989 10 -4.105379e-01 0.022714810 -0.18667056 50.27005
## 1990 10 2.679119e+00 0.022714810 -0.18667056 50.47425
## 1991 10 -5.577802e+00 0.022714810 -0.18667056 59.70420
## 1992 10 -3.044404e+00 0.022714810 -0.18667056 63.45776
## 1993 10 -1.172385e+00 0.022714810 -0.18667056 61.39717
## 1994 11 -4.437624e+00 -1.053863811 -1.84558035 48.52552
## 1995 11 -3.792541e+00 -1.053863811 -1.84558035 47.74540
## 1996 11 4.667748e+00 -1.053863811 -1.84558035 45.38866
## 1997 11 1.336841e+00 -1.053863811 -1.84558035 48.41320
## 1998 11 -6.728462e-01 -1.053863811 -1.84558035 53.64299
## 1999 11 -4.302994e+00 -1.053863811 -1.84558035 63.90206
## 2000 11 -5.823665e-01 -1.053863811 -1.84558035 49.24919
## 2001 11 3.184028e+00 -1.053863811 -1.84558035 50.91495
## 2002 11 -1.601510e+00 -1.053863811 -1.84558035 45.99356
## 2003 11 -1.488062e+00 -1.053863811 -1.84558035 37.53056
## 2004 11 6.564119e-01 -1.053863811 -1.84558035 44.41647
## 2005 11 3.271075e+00 -1.053863811 -1.84558035 43.77974
## 2006 11 8.657651e-01 -1.053863811 -1.84558035 44.69867
## 2007 11 -3.647094e+00 -1.053863811 -1.84558035 55.93115
## 2008 11 -2.553979e+00 -1.053863811 -1.84558035 57.09663
## 2009 11 2.436519e+00 -1.053863811 -1.84558035 46.74735
## 2010 11 7.503361e-01 -1.053863811 -1.84558035 48.69576
## 2011 11 5.220503e+00 -1.053863811 -1.84558035 49.40389
## 2012 11 2.414094e+00 -1.053863811 -1.84558035 45.21396
## 2013 11 6.907474e+00 -1.053863811 -1.84558035 42.71210
## 2014 11 -1.636379e-01 -1.053863811 -1.84558035 54.92963
## 2015 11 1.765776e+00 -1.053863811 -1.84558035 39.82689
## 2016 11 -3.115236e+00 -1.053863811 -1.84558035 51.98618
## 2017 11 2.270467e+00 -1.053863811 -1.84558035 52.61894
## 2018 11 -5.086957e-01 -1.053863811 -1.84558035 48.62394
## 2019 11 -3.115151e-01 0.028673230 -1.84558035 50.18608
## 2020 11 2.657091e+00 0.028673230 -1.84558035 54.92304
## 2021 11 1.664891e+00 0.028673230 -1.84558035 67.98204
## 2022 11 2.205240e+00 0.028673230 -1.84558035 49.72901
## 2023 11 3.462536e+00 0.028673230 -1.84558035 54.55368
## 2024 11 -7.603123e-01 0.028673230 -1.84558035 53.90382
## 2025 11 -4.362354e+00 0.028673230 -1.84558035 35.06220
## 2026 11 1.071024e+00 0.028673230 -1.84558035 38.96496
## 2027 11 3.690612e+00 0.028673230 -1.84558035 40.70094
## 2028 11 4.878625e-01 0.028673230 -1.84558035 48.19491
## 2029 11 4.466914e+00 0.028673230 -1.84558035 50.04414
## 2030 11 3.901693e+00 0.028673230 -1.84558035 42.86804
## 2031 11 7.238511e-01 0.028673230 -1.84558035 39.13802
## 2032 11 -7.510238e+00 0.028673230 -1.84558035 38.12392
## 2033 11 -1.215219e+00 0.028673230 -1.84558035 45.83724
## 2034 11 7.845063e-01 0.028673230 -1.84558035 44.38504
## 2035 11 -6.363952e+00 0.028673230 -1.84558035 51.18614
## 2036 11 -1.214242e+00 0.028673230 -1.84558035 59.19138
## 2037 11 4.854212e+00 0.028673230 -1.84558035 58.57014
## 2038 11 2.373885e+00 4.890862764 -1.84558035 54.66408
## 2039 11 3.436936e+00 4.890862764 -1.84558035 57.98419
## 2040 11 4.870147e+00 4.890862764 -1.84558035 60.49383
## 2041 11 2.073995e+00 4.890862764 -1.84558035 56.10137
## 2042 11 -2.651135e+00 4.890862764 -1.84558035 43.52034
## 2043 11 -8.098850e-01 4.890862764 -1.84558035 52.20776
## 2044 11 -2.207396e+00 4.890862764 -1.84558035 38.25495
## 2045 11 3.237971e+00 4.890862764 -1.84558035 47.71473
## 2046 11 -2.871573e+00 4.890862764 -1.84558035 41.73908
## 2047 11 5.911802e+00 4.890862764 -1.84558035 55.53398
## 2048 11 3.802002e+00 4.890862764 -1.84558035 51.42733
## 2049 11 -1.398269e+00 4.890862764 -1.84558035 52.50831
## 2050 11 9.595079e-01 4.890862764 -1.84558035 31.51258
## 2051 11 -8.799571e-01 4.890862764 -1.84558035 44.45442
## 2052 11 -2.298201e+00 4.890862764 -1.84558035 46.38692
## 2053 11 4.369755e+00 4.890862764 -1.84558035 64.14464
## 2054 11 -2.768784e+00 4.890862764 -1.84558035 44.46771
## 2055 11 1.319441e+00 4.890862764 -1.84558035 45.68908
## 2056 11 -1.785593e+00 4.890862764 -1.84558035 43.89877
## 2057 11 4.513912e-01 4.890862764 -1.84558035 41.80308
## 2058 11 1.885339e+00 4.890862764 -1.84558035 44.35225
## 2059 11 6.569585e-01 4.890862764 -1.84558035 42.27212
## 2060 11 -6.208415e+00 2.364005686 -1.84558035 43.21385
## 2061 11 -7.344888e+00 2.364005686 -1.84558035 58.84974
## 2062 11 1.150084e+00 2.364005686 -1.84558035 61.76639
## 2063 11 -1.306130e+00 2.364005686 -1.84558035 58.64838
## 2064 11 5.450051e+00 2.364005686 -1.84558035 48.52817
## 2065 11 5.347559e+00 2.364005686 -1.84558035 52.11197
## 2066 11 -7.318141e+00 2.364005686 -1.84558035 49.80055
## 2067 11 1.746323e-02 2.364005686 -1.84558035 56.37471
## 2068 11 9.111074e-01 2.364005686 -1.84558035 45.88988
## 2069 11 1.428412e+00 2.364005686 -1.84558035 48.54016
## 2070 11 1.139418e+00 2.364005686 -1.84558035 54.78492
## 2071 11 1.271860e+00 2.364005686 -1.84558035 57.64406
## 2072 11 2.440189e+00 2.364005686 -1.84558035 51.56334
## 2073 11 -3.000098e+00 2.364005686 -1.84558035 57.45701
## 2074 11 -1.415765e+00 2.364005686 -1.84558035 50.93315
## 2075 11 -1.808584e+00 2.364005686 -1.84558035 65.12276
## 2076 11 -1.420028e+00 2.364005686 -1.84558035 44.30050
## 2077 11 -1.273899e-02 2.364005686 -1.84558035 47.18178
## 2078 11 -7.735812e+00 2.364005686 -1.84558035 53.63050
## 2079 11 1.950609e-01 2.364005686 -1.84558035 48.66486
## 2080 11 2.142318e+00 2.364005686 -1.84558035 50.26369
## 2081 11 -2.923852e+00 2.364005686 -1.84558035 54.95456
## 2082 11 6.830454e+00 2.279866479 -1.84558035 57.06113
## 2083 11 -2.794196e+00 2.279866479 -1.84558035 53.25146
## 2084 11 2.722538e+00 2.279866479 -1.84558035 59.14093
## 2085 11 -7.171489e-01 2.279866479 -1.84558035 51.78268
## 2086 11 1.092425e+00 2.279866479 -1.84558035 52.17193
## 2087 11 3.189250e-01 2.279866479 -1.84558035 61.97455
## 2088 11 -2.012128e+00 2.279866479 -1.84558035 59.07246
## 2089 11 3.272894e+00 2.279866479 -1.84558035 55.42057
## 2090 11 8.132628e-01 2.279866479 -1.84558035 60.04076
## 2091 11 3.202177e-01 2.279866479 -1.84558035 49.38651
## 2092 11 2.209629e+00 2.279866479 -1.84558035 52.55094
## 2093 11 -9.676485e-01 2.279866479 -1.84558035 44.62751
## 2094 11 -2.911129e-01 2.279866479 -1.84558035 48.39990
## 2095 11 1.689725e+00 2.279866479 -1.84558035 64.20232
## 2096 11 1.799260e+00 2.279866479 -1.84558035 53.45253
## 2097 11 3.101957e+00 2.279866479 -1.84558035 54.61050
## 2098 11 2.925642e-01 2.279866479 -1.84558035 59.06814
## 2099 11 -1.312746e+00 2.279866479 -1.84558035 63.51435
## 2100 11 -1.681781e+00 2.279866479 -1.84558035 47.11732
## 2101 11 -2.735673e+00 2.279866479 -1.84558035 51.16836
## 2102 11 1.405032e+00 2.279866479 -1.84558035 46.09382
## 2103 11 2.721639e+00 0.662366962 -1.84558035 46.90813
## 2104 11 -6.339130e-01 0.662366962 -1.84558035 47.51998
## 2105 11 8.606554e-01 0.662366962 -1.84558035 55.95983
## 2106 11 -1.060526e+00 0.662366962 -1.84558035 47.49134
## 2107 11 -4.180838e+00 0.662366962 -1.84558035 57.81147
## 2108 11 -2.913746e-01 0.662366962 -1.84558035 50.76936
## 2109 11 -4.894682e+00 0.662366962 -1.84558035 58.33085
## 2110 11 5.361057e+00 0.662366962 -1.84558035 53.15775
## 2111 11 7.601996e-01 0.662366962 -1.84558035 49.79812
## 2112 11 4.501624e+00 0.662366962 -1.84558035 53.42751
## 2113 11 -3.769144e-01 0.662366962 -1.84558035 65.65779
## 2114 11 -1.410174e+00 0.662366962 -1.84558035 53.54645
## 2115 11 -5.893754e+00 0.662366962 -1.84558035 48.65602
## 2116 11 3.842077e+00 0.662366962 -1.84558035 38.72535
## 2117 11 1.427661e+00 0.662366962 -1.84558035 52.18523
## 2118 11 -9.273000e-01 0.662366962 -1.84558035 53.06097
## 2119 11 2.680557e+00 2.669682560 -1.84558035 47.46095
## 2120 11 -4.127120e+00 2.669682560 -1.84558035 43.08007
## 2121 11 6.926980e+00 2.669682560 -1.84558035 50.99046
## 2122 11 -5.910789e+00 2.669682560 -1.84558035 38.50855
## 2123 11 -3.182801e+00 2.669682560 -1.84558035 40.09918
## 2124 11 -8.487673e+00 2.669682560 -1.84558035 46.81729
## 2125 11 -3.911441e-01 2.669682560 -1.84558035 42.50784
## 2126 11 -1.423563e+00 2.669682560 -1.84558035 56.64697
## 2127 11 1.920334e+00 2.669682560 -1.84558035 43.92583
## 2128 11 -5.591692e+00 2.669682560 -1.84558035 65.07863
## 2129 11 -3.682794e+00 2.669682560 -1.84558035 57.74848
## 2130 11 2.538468e+00 2.669682560 -1.84558035 50.98272
## 2131 11 -2.951114e+00 2.669682560 -1.84558035 47.98724
## 2132 11 -1.699717e+00 2.669682560 -1.84558035 55.01197
## 2133 11 1.400609e+00 2.669682560 -1.84558035 65.08592
## 2134 11 1.370565e+00 2.669682560 -1.84558035 45.84340
## 2135 11 2.324094e-01 1.860564323 -1.84558035 47.74001
## 2136 11 3.209433e+00 1.860564323 -1.84558035 47.32884
## 2137 11 -9.615661e-01 1.860564323 -1.84558035 50.56645
## 2138 11 2.087743e+00 1.860564323 -1.84558035 49.83357
## 2139 11 3.485945e+00 1.860564323 -1.84558035 47.58884
## 2140 11 -4.619663e+00 1.860564323 -1.84558035 46.06869
## 2141 11 2.655191e+00 1.860564323 -1.84558035 42.54880
## 2142 11 4.798615e-01 1.860564323 -1.84558035 48.21020
## 2143 11 3.312446e+00 1.860564323 -1.84558035 67.81396
## 2144 11 2.781829e+00 1.860564323 -1.84558035 41.12704
## 2145 11 -9.981616e-01 1.860564323 -1.84558035 40.39742
## 2146 11 1.277596e+00 1.860564323 -1.84558035 46.67113
## 2147 11 -1.432334e+00 1.860564323 -1.84558035 28.08202
## 2148 11 -1.384019e+00 1.860564323 -1.84558035 56.08776
## 2149 11 7.695332e+00 1.860564323 -1.84558035 53.09123
## 2150 11 -4.686274e+00 1.860564323 -1.84558035 34.02062
## 2151 11 2.344097e+00 1.860564323 -1.84558035 49.98012
## 2152 11 -2.481056e+00 1.860564323 -1.84558035 47.82657
## 2153 11 -3.835075e+00 1.860564323 -1.84558035 53.35438
## 2154 11 -1.796559e+00 1.860564323 -1.84558035 39.75717
## 2155 11 -2.740239e+00 1.860564323 -1.84558035 44.95532
## 2156 11 -6.270863e+00 1.860564323 -1.84558035 63.77869
## 2157 11 -1.898908e+00 0.097687840 -1.84558035 50.14737
## 2158 11 2.350303e+00 0.097687840 -1.84558035 51.53993
## 2159 11 7.898734e-01 0.097687840 -1.84558035 51.34097
## 2160 11 -4.362415e+00 0.097687840 -1.84558035 48.45898
## 2161 11 5.481692e-01 0.097687840 -1.84558035 49.36324
## 2162 11 2.737560e+00 0.097687840 -1.84558035 40.27810
## 2163 11 -1.217698e+00 0.097687840 -1.84558035 41.70318
## 2164 11 -1.055779e+00 0.097687840 -1.84558035 53.27362
## 2165 11 -4.852667e+00 0.097687840 -1.84558035 54.06466
## 2166 11 -3.815806e+00 0.097687840 -1.84558035 56.59622
## 2167 11 -1.796228e+00 0.097687840 -1.84558035 53.69494
## 2168 11 -6.282897e+00 0.097687840 -1.84558035 45.86243
## 2169 11 4.538807e+00 0.097687840 -1.84558035 43.22020
## 2170 11 5.806416e+00 0.097687840 -1.84558035 48.17930
## 2171 11 -5.617260e+00 0.097687840 -1.84558035 52.39781
## 2172 11 1.369742e+00 0.097687840 -1.84558035 43.23332
## 2173 11 -3.241724e+00 0.097687840 -1.84558035 49.65559
## 2174 11 3.007412e+00 0.097687840 -1.84558035 46.70548
## 2175 11 6.977232e-01 -3.889940711 -1.84558035 50.38839
## 2176 11 -2.092586e+00 -3.889940711 -1.84558035 53.75666
## 2177 11 4.088300e+00 -3.889940711 -1.84558035 36.84871
## 2178 11 -5.601263e+00 -3.889940711 -1.84558035 62.85845
## 2179 11 -2.655578e-01 -3.889940711 -1.84558035 43.61462
## 2180 11 -7.086229e-01 -3.889940711 -1.84558035 55.99525
## 2181 11 -6.342902e+00 -3.889940711 -1.84558035 62.69202
## 2182 11 6.376953e+00 -3.889940711 -1.84558035 52.00482
## 2183 11 -1.881097e+00 -3.889940711 -1.84558035 35.54085
## 2184 11 -6.926918e+00 -3.889940711 -1.84558035 49.52025
## 2185 11 1.858699e+00 -3.889940711 -1.84558035 46.77239
## 2186 11 -9.300292e-01 -3.889940711 -1.84558035 42.62922
## 2187 11 -1.204366e+00 -3.889940711 -1.84558035 54.96017
## 2188 11 -2.365914e+00 -3.889940711 -1.84558035 54.62634
## 2189 11 -1.380004e+00 -3.889940711 -1.84558035 57.99646
## 2190 11 4.319472e+00 -3.889940711 -1.84558035 42.91060
## 2191 11 -2.507484e-01 -3.889940711 -1.84558035 51.12110
## 2192 12 5.035662e+00 1.412289679 1.19594538 48.49941
## 2193 12 2.046135e+00 1.412289679 1.19594538 53.56193
## 2194 12 -2.757462e+00 1.412289679 1.19594538 54.26257
## 2195 12 -1.428423e+00 1.412289679 1.19594538 74.55158
## 2196 12 -6.473217e+00 1.412289679 1.19594538 46.31378
## 2197 12 1.996386e+00 1.412289679 1.19594538 45.28205
## 2198 12 -4.992995e+00 1.412289679 1.19594538 46.28112
## 2199 12 -1.604763e+00 1.412289679 1.19594538 63.56218
## 2200 12 -3.114813e+00 1.412289679 1.19594538 55.75963
## 2201 12 -4.530370e+00 1.412289679 1.19594538 49.79630
## 2202 12 5.398443e-01 1.412289679 1.19594538 55.05099
## 2203 12 2.020099e+00 1.412289679 1.19594538 49.33036
## 2204 12 2.398200e+00 1.412289679 1.19594538 70.00333
## 2205 12 1.471048e+00 1.412289679 1.19594538 39.68896
## 2206 12 -4.746179e+00 1.412289679 1.19594538 54.84724
## 2207 12 -8.276851e-01 1.412289679 1.19594538 51.93232
## 2208 12 5.257546e+00 1.412289679 1.19594538 40.23942
## 2209 12 2.099466e+00 1.412289679 1.19594538 57.88637
## 2210 12 -5.058076e-01 1.412289679 1.19594538 44.07142
## 2211 12 -4.569760e+00 1.412289679 1.19594538 53.84988
## 2212 12 1.606423e-02 -2.346819181 1.19594538 59.26258
## 2213 12 -3.789758e+00 -2.346819181 1.19594538 55.56269
## 2214 12 -3.649791e+00 -2.346819181 1.19594538 47.64534
## 2215 12 -2.270653e+00 -2.346819181 1.19594538 44.05886
## 2216 12 1.066438e-01 -2.346819181 1.19594538 44.22877
## 2217 12 -1.648702e+00 -2.346819181 1.19594538 74.61488
## 2218 12 1.169078e+00 -2.346819181 1.19594538 66.16949
## 2219 12 -1.676131e+00 -2.346819181 1.19594538 66.96736
## 2220 12 -1.049240e+00 -2.346819181 1.19594538 55.69244
## 2221 12 4.900116e+00 -2.346819181 1.19594538 54.23506
## 2222 12 3.783434e+00 -2.346819181 1.19594538 61.81413
## 2223 12 -2.937381e+00 -2.346819181 1.19594538 48.26550
## 2224 12 1.261217e+00 -2.346819181 1.19594538 62.18018
## 2225 12 -5.543061e+00 -2.346819181 1.19594538 67.96778
## 2226 12 -6.073669e+00 -2.346819181 1.19594538 51.87185
## 2227 12 -1.563684e+00 0.391632565 1.19594538 58.01532
## 2228 12 -2.296104e+00 0.391632565 1.19594538 59.36479
## 2229 12 -2.128734e+00 0.391632565 1.19594538 50.27589
## 2230 12 -4.135326e+00 0.391632565 1.19594538 44.98924
## 2231 12 -4.716549e+00 0.391632565 1.19594538 55.79174
## 2232 12 -1.838133e+00 0.391632565 1.19594538 56.94676
## 2233 12 -4.714163e-01 0.391632565 1.19594538 54.09989
## 2234 12 1.129352e+00 0.391632565 1.19594538 48.43902
## 2235 12 -9.689002e-01 0.391632565 1.19594538 58.93020
## 2236 12 -4.621033e-01 0.391632565 1.19594538 46.36089
## 2237 12 1.616321e+00 0.391632565 1.19594538 56.39859
## 2238 12 4.526895e-01 0.391632565 1.19594538 38.40979
## 2239 12 1.512809e+00 0.391632565 1.19594538 63.11158
## 2240 12 3.650978e+00 0.391632565 1.19594538 57.80309
## 2241 12 -4.172264e+00 0.391632565 1.19594538 50.74178
## 2242 12 1.680652e+00 0.391632565 1.19594538 64.34252
## 2243 12 -1.392703e+00 0.391632565 1.19594538 34.25326
## 2244 12 -5.776131e-01 0.391632565 1.19594538 51.86044
## 2245 12 2.596243e+00 0.391632565 1.19594538 41.46486
## 2246 12 2.752600e+00 0.391632565 1.19594538 45.45705
## 2247 12 -1.281177e+00 0.391632565 1.19594538 48.47109
## 2248 12 9.852671e-01 0.391632565 1.19594538 58.57671
## 2249 12 -3.338686e+00 0.391632565 1.19594538 65.38320
## 2250 12 -4.113059e+00 2.565916554 1.19594538 57.51269
## 2251 12 3.076559e+00 2.565916554 1.19594538 46.48086
## 2252 12 -9.668956e-01 2.565916554 1.19594538 47.43379
## 2253 12 3.165396e+00 2.565916554 1.19594538 40.65454
## 2254 12 6.775652e-01 2.565916554 1.19594538 42.49916
## 2255 12 1.020185e-02 2.565916554 1.19594538 48.24109
## 2256 12 -6.131731e-01 2.565916554 1.19594538 57.49364
## 2257 12 4.794936e+00 2.565916554 1.19594538 52.42729
## 2258 12 -1.288271e+00 2.565916554 1.19594538 45.62880
## 2259 12 4.480760e+00 2.565916554 1.19594538 53.63738
## 2260 12 3.090378e-01 2.565916554 1.19594538 40.83248
## 2261 12 -2.199448e+00 2.565916554 1.19594538 51.76232
## 2262 12 -1.442200e+00 2.565916554 1.19594538 54.74960
## 2263 12 4.043549e-01 2.565916554 1.19594538 58.57521
## 2264 12 -4.764940e+00 2.565916554 1.19594538 70.87188
## 2265 12 -7.416427e-01 -1.280261706 1.19594538 59.13489
## 2266 12 -1.256568e+00 -1.280261706 1.19594538 63.01260
## 2267 12 -1.389106e+00 -1.280261706 1.19594538 60.31851
## 2268 12 -4.350583e+00 -1.280261706 1.19594538 52.18392
## 2269 12 -5.644471e-01 -1.280261706 1.19594538 56.88824
## 2270 12 2.773812e+00 -1.280261706 1.19594538 58.01585
## 2271 12 3.251446e+00 -1.280261706 1.19594538 48.84102
## 2272 12 2.409286e+00 -1.280261706 1.19594538 53.41359
## 2273 12 -4.006247e-01 -1.280261706 1.19594538 47.09291
## 2274 12 -1.182035e+00 -1.280261706 1.19594538 44.72935
## 2275 12 2.000529e+00 -1.280261706 1.19594538 50.71496
## 2276 12 2.157958e+00 -1.280261706 1.19594538 47.39795
## 2277 12 -5.265552e-01 -1.280261706 1.19594538 55.38642
## 2278 12 2.156465e+00 -1.280261706 1.19594538 44.93489
## 2279 12 4.157092e+00 -1.280261706 1.19594538 54.44778
## 2280 12 -2.347863e-01 -1.280261706 1.19594538 37.04559
## 2281 12 -5.334288e+00 -1.280261706 1.19594538 42.14882
## 2282 12 3.037307e+00 4.255328078 1.19594538 60.84371
## 2283 12 3.921668e+00 4.255328078 1.19594538 64.04176
## 2284 12 1.504577e+00 4.255328078 1.19594538 55.53979
## 2285 12 2.104340e-01 4.255328078 1.19594538 45.63674
## 2286 12 4.821812e+00 4.255328078 1.19594538 54.08269
## 2287 12 -5.377561e+00 4.255328078 1.19594538 45.31805
## 2288 12 3.737801e-02 4.255328078 1.19594538 56.03617
## 2289 12 4.778964e+00 4.255328078 1.19594538 46.43965
## 2290 12 -1.407833e+00 4.255328078 1.19594538 27.75160
## 2291 12 -5.361218e+00 4.255328078 1.19594538 39.56481
## 2292 12 5.206684e-01 4.255328078 1.19594538 53.16197
## 2293 12 -2.312731e+00 4.255328078 1.19594538 45.52828
## 2294 12 2.728498e+00 4.255328078 1.19594538 54.24285
## 2295 12 4.764839e-01 4.255328078 1.19594538 52.80262
## 2296 12 6.168581e+00 4.255328078 1.19594538 53.20454
## 2297 12 7.657452e-01 4.255328078 1.19594538 58.71248
## 2298 12 4.804469e+00 4.255328078 1.19594538 54.16399
## 2299 12 -1.539687e+00 4.255328078 1.19594538 32.16443
## 2300 12 -5.788394e+00 4.255328078 1.19594538 56.42126
## 2301 12 2.104155e+00 4.255328078 1.19594538 56.34754
## 2302 12 1.224220e+00 4.255328078 1.19594538 51.87321
## 2303 12 -3.566490e+00 4.255328078 1.19594538 55.79263
## 2304 12 -1.906478e+00 4.255328078 1.19594538 35.84181
## 2305 12 1.901986e+00 1.183368569 1.19594538 48.87354
## 2306 12 4.189952e-01 1.183368569 1.19594538 41.55861
## 2307 12 4.229408e-01 1.183368569 1.19594538 58.56766
## 2308 12 3.701982e+00 1.183368569 1.19594538 55.91704
## 2309 12 -2.364039e+00 1.183368569 1.19594538 56.99738
## 2310 12 1.700481e+00 1.183368569 1.19594538 59.66732
## 2311 12 1.178763e-01 1.183368569 1.19594538 47.96093
## 2312 12 2.541451e+00 1.183368569 1.19594538 47.11238
## 2313 12 -1.712368e+00 1.183368569 1.19594538 62.43279
## 2314 12 1.405142e+00 1.183368569 1.19594538 52.25206
## 2315 12 -5.756097e+00 1.183368569 1.19594538 43.60590
## 2316 12 -5.795400e+00 1.183368569 1.19594538 47.99824
## 2317 12 4.330368e+00 1.183368569 1.19594538 45.17482
## 2318 12 9.873795e-01 1.183368569 1.19594538 47.50979
## 2319 12 3.504575e+00 1.183368569 1.19594538 49.67314
## 2320 12 -4.515715e+00 0.504983890 1.19594538 40.42342
## 2321 12 7.987977e-01 0.504983890 1.19594538 44.88413
## 2322 12 5.227340e-01 0.504983890 1.19594538 65.38450
## 2323 12 -2.604180e+00 0.504983890 1.19594538 53.00658
## 2324 12 1.288372e+00 0.504983890 1.19594538 56.85734
## 2325 12 -2.370798e+00 0.504983890 1.19594538 35.98255
## 2326 12 2.964990e-01 0.504983890 1.19594538 51.82982
## 2327 12 5.122834e-01 0.504983890 1.19594538 59.96036
## 2328 12 -3.732514e-01 0.504983890 1.19594538 41.21341
## 2329 12 8.512548e+00 0.504983890 1.19594538 49.29440
## 2330 12 -6.854736e+00 0.504983890 1.19594538 58.27110
## 2331 12 8.249602e-01 0.504983890 1.19594538 58.41740
## 2332 12 -1.694438e+00 0.504983890 1.19594538 54.11275
## 2333 12 1.202193e+00 0.504983890 1.19594538 40.09242
## 2334 12 -1.783937e+00 0.504983890 1.19594538 46.41581
## 2335 12 -2.020265e+00 0.504983890 1.19594538 54.68975
## 2336 12 -2.624074e+00 0.504983890 1.19594538 51.90115
## 2337 12 -5.660766e-01 0.504983890 1.19594538 45.59828
## 2338 12 5.066779e+00 0.504983890 1.19594538 54.53888
## 2339 12 3.745860e+00 0.504983890 1.19594538 40.46796
## 2340 12 3.990033e+00 0.504983890 1.19594538 50.23442
## 2341 12 3.725601e+00 0.504983890 1.19594538 58.28130
## 2342 12 -2.224039e+00 0.504983890 1.19594538 45.16631
## 2343 12 -2.157579e-01 0.504983890 1.19594538 59.79439
## 2344 12 2.353744e+00 -0.801250878 1.19594538 42.43698
## 2345 12 3.346272e+00 -0.801250878 1.19594538 44.10766
## 2346 12 -1.573219e+00 -0.801250878 1.19594538 54.05354
## 2347 12 1.778484e+00 -0.801250878 1.19594538 57.73184
## 2348 12 -1.659084e+00 -0.801250878 1.19594538 53.45789
## 2349 12 -1.379953e+00 -0.801250878 1.19594538 51.83840
## 2350 12 7.527011e+00 -0.801250878 1.19594538 58.63162
## 2351 12 -1.798224e+00 -0.801250878 1.19594538 38.28451
## 2352 12 9.374983e-02 -0.801250878 1.19594538 66.57146
## 2353 12 -5.124776e+00 -0.801250878 1.19594538 60.76115
## 2354 12 4.732902e+00 -0.801250878 1.19594538 43.82583
## 2355 12 1.995127e+00 -0.801250878 1.19594538 68.19401
## 2356 12 -6.938983e+00 -0.801250878 1.19594538 60.55718
## 2357 12 -3.415381e+00 -0.801250878 1.19594538 59.31637
## 2358 12 -9.114572e-01 -0.801250878 1.19594538 53.86927
## 2359 12 -4.153026e+00 -0.801250878 1.19594538 55.32792
## 2360 12 -5.810419e+00 -0.801250878 1.19594538 54.78742
## 2361 12 -4.626498e+00 -0.801250878 1.19594538 54.54948
## 2362 12 1.932575e+00 -0.801250878 1.19594538 55.52100
## 2363 12 -2.292305e+00 -0.801250878 1.19594538 52.92736
## 2364 12 -1.070248e+00 -0.801250878 1.19594538 58.84412
## 2365 12 4.935046e-03 -0.801250878 1.19594538 50.71652
## 2366 12 -1.083091e+00 -0.801250878 1.19594538 50.93913
## 2367 12 -5.514733e+00 -0.801250878 1.19594538 56.71623
## 2368 12 4.208570e+00 1.920393150 1.19594538 54.41986
## 2369 12 3.243874e+00 1.920393150 1.19594538 46.92735
## 2370 12 8.946356e-01 1.920393150 1.19594538 64.17077
## 2371 12 6.808788e-01 1.920393150 1.19594538 52.07371
## 2372 12 4.609894e+00 1.920393150 1.19594538 55.34070
## 2373 12 -3.305326e+00 1.920393150 1.19594538 48.85386
## 2374 12 9.429593e-02 1.920393150 1.19594538 55.72688
## 2375 12 3.332869e+00 1.920393150 1.19594538 43.35892
## 2376 12 -3.921337e-01 1.920393150 1.19594538 59.94649
## 2377 12 -2.876084e+00 1.920393150 1.19594538 49.55416
## 2378 12 4.552892e+00 1.920393150 1.19594538 42.20295
## 2379 12 2.422884e+00 1.920393150 1.19594538 46.76392
## 2380 12 1.925028e+00 1.920393150 1.19594538 60.82678
## 2381 12 -6.596608e-01 1.920393150 1.19594538 48.76352
## 2382 12 1.091339e+00 1.920393150 1.19594538 58.83200
## 2383 12 3.314606e+00 1.920393150 1.19594538 47.16184
## 2384 12 2.264453e-01 1.920393150 1.19594538 57.58575
## 2385 12 -3.437322e+00 1.920393150 1.19594538 68.50096
## 2386 12 -5.572985e-01 1.920393150 1.19594538 46.96095
## 2387 13 -2.733079e-01 -3.017486304 -0.06569444 48.51941
## 2388 13 -6.842657e+00 -3.017486304 -0.06569444 50.46313
## 2389 13 -1.749327e-01 -3.017486304 -0.06569444 58.28898
## 2390 13 2.250800e+00 -3.017486304 -0.06569444 52.12204
## 2391 13 -7.083878e+00 -3.017486304 -0.06569444 63.77383
## 2392 13 -3.666414e+00 -3.017486304 -0.06569444 53.08132
## 2393 13 -3.146753e+00 -3.017486304 -0.06569444 51.06988
## 2394 13 -1.613532e+00 -3.017486304 -0.06569444 51.30138
## 2395 13 -5.842955e+00 -3.017486304 -0.06569444 55.80678
## 2396 13 -4.626956e-01 -3.017486304 -0.06569444 56.43490
## 2397 13 3.480408e+00 -3.017486304 -0.06569444 55.86555
## 2398 13 6.172628e+00 -3.017486304 -0.06569444 50.07123
## 2399 13 2.925297e+00 -3.017486304 -0.06569444 45.55789
## 2400 13 2.330585e+00 -3.017486304 -0.06569444 56.14945
## 2401 13 3.805387e+00 -3.017486304 -0.06569444 58.00213
## 2402 13 7.368523e-01 -3.017486304 -0.06569444 55.57260
## 2403 13 7.513884e+00 -3.017486304 -0.06569444 51.65350
## 2404 13 2.904289e+00 -3.017486304 -0.06569444 51.76813
## 2405 13 -3.552529e+00 -3.017486304 -0.06569444 42.33582
## 2406 13 -1.772209e-01 -3.017486304 -0.06569444 57.27981
## 2407 13 -2.046348e+00 -3.017486304 -0.06569444 47.29820
## 2408 13 -1.101724e+00 -3.017486304 -0.06569444 54.11577
## 2409 13 -7.138994e+00 -3.017486304 -0.06569444 54.53198
## 2410 13 3.497992e+00 -3.017486304 -0.06569444 38.36193
## 2411 13 2.118330e+00 3.329709786 -0.06569444 45.47507
## 2412 13 -2.853016e+00 3.329709786 -0.06569444 62.44527
## 2413 13 6.708499e-01 3.329709786 -0.06569444 56.83644
## 2414 13 -1.439739e+00 3.329709786 -0.06569444 52.50230
## 2415 13 3.346512e-01 3.329709786 -0.06569444 57.88230
## 2416 13 1.558754e+00 3.329709786 -0.06569444 51.25424
## 2417 13 -2.485760e+00 3.329709786 -0.06569444 41.74860
## 2418 13 -1.927476e+00 3.329709786 -0.06569444 49.87696
## 2419 13 -1.986798e+00 3.329709786 -0.06569444 63.30786
## 2420 13 2.047444e+00 3.329709786 -0.06569444 55.51429
## 2421 13 -2.585905e+00 3.329709786 -0.06569444 46.75180
## 2422 13 -3.899174e+00 3.329709786 -0.06569444 52.84028
## 2423 13 -7.010487e+00 3.329709786 -0.06569444 48.04861
## 2424 13 -1.572647e+00 3.329709786 -0.06569444 57.80148
## 2425 13 5.228707e+00 3.329709786 -0.06569444 57.78882
## 2426 13 4.383711e+00 3.329709786 -0.06569444 49.48758
## 2427 13 2.232063e+00 3.329709786 -0.06569444 51.22477
## 2428 13 4.134350e-01 3.329709786 -0.06569444 56.96574
## 2429 13 4.275205e-01 3.329709786 -0.06569444 47.68168
## 2430 13 -2.732435e-01 3.329709786 -0.06569444 59.50857
## 2431 13 3.411347e+00 3.329709786 -0.06569444 52.87607
## 2432 13 -3.784655e+00 -1.929490417 -0.06569444 52.20444
## 2433 13 -2.070289e+00 -1.929490417 -0.06569444 35.31859
## 2434 13 -2.789941e+00 -1.929490417 -0.06569444 34.33966
## 2435 13 3.046078e-01 -1.929490417 -0.06569444 61.73154
## 2436 13 6.594506e-01 -1.929490417 -0.06569444 58.55520
## 2437 13 -1.793787e+00 -1.929490417 -0.06569444 53.20350
## 2438 13 -1.725965e+00 -1.929490417 -0.06569444 46.06502
## 2439 13 -1.878647e+00 -1.929490417 -0.06569444 48.21269
## 2440 13 9.248413e-01 -1.929490417 -0.06569444 43.18817
## 2441 13 -1.581358e+00 -1.929490417 -0.06569444 56.26491
## 2442 13 -1.734868e+00 -1.929490417 -0.06569444 35.00203
## 2443 13 -3.448248e+00 -1.929490417 -0.06569444 59.54175
## 2444 13 8.116183e-01 -1.929490417 -0.06569444 48.80859
## 2445 13 1.717666e+00 -1.929490417 -0.06569444 56.42488
## 2446 13 -2.017245e+00 -1.929490417 -0.06569444 49.05784
## 2447 13 2.590504e+00 -1.929490417 -0.06569444 53.73489
## 2448 13 -4.523229e+00 -1.929490417 -0.06569444 39.38299
## 2449 13 1.671305e+00 -1.929490417 -0.06569444 30.38589
## 2450 13 -3.100980e-01 -1.929490417 -0.06569444 49.22056
## 2451 13 3.522134e+00 -1.929490417 -0.06569444 64.98773
## 2452 13 1.570837e+00 -1.929490417 -0.06569444 67.73713
## 2453 13 -3.644819e+00 -1.929490417 -0.06569444 40.93890
## 2454 13 -6.578183e+00 -1.929490417 -0.06569444 56.51827
## 2455 13 -6.566655e+00 -1.929490417 -0.06569444 53.22366
## 2456 13 -2.577230e+00 2.858201133 -0.06569444 57.32036
## 2457 13 -2.394703e+00 2.858201133 -0.06569444 58.23469
## 2458 13 7.010585e+00 2.858201133 -0.06569444 65.48655
## 2459 13 -1.140063e-01 2.858201133 -0.06569444 47.64299
## 2460 13 -1.844333e-01 2.858201133 -0.06569444 43.55828
## 2461 13 3.814012e+00 2.858201133 -0.06569444 49.33622
## 2462 13 -1.787135e+00 2.858201133 -0.06569444 69.91163
## 2463 13 -4.915791e+00 2.858201133 -0.06569444 45.03560
## 2464 13 1.135232e+00 2.858201133 -0.06569444 43.29697
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## 2470 13 -2.238359e-01 2.858201133 -0.06569444 47.95585
## 2471 13 -2.643660e+00 2.858201133 -0.06569444 52.57148
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## 2474 13 -5.464745e+00 2.858201133 -0.06569444 64.23259
## 2475 13 2.404530e+00 2.858201133 -0.06569444 44.20888
## 2476 13 3.683969e+00 2.858201133 -0.06569444 52.96420
## 2477 13 -8.552231e-01 2.858201133 -0.06569444 46.66662
## 2478 13 1.260348e+00 0.707759325 -0.06569444 40.79878
## 2479 13 1.783663e+00 0.707759325 -0.06569444 45.88386
## 2480 13 4.153983e+00 0.707759325 -0.06569444 33.63448
## 2481 13 -2.194647e+00 0.707759325 -0.06569444 51.41551
## 2482 13 3.207413e+00 0.707759325 -0.06569444 44.06703
## 2483 13 -5.800470e+00 0.707759325 -0.06569444 59.91515
## 2484 13 -1.996387e+00 0.707759325 -0.06569444 39.72790
## 2485 13 4.255060e+00 0.707759325 -0.06569444 39.87436
## 2486 13 -1.716763e+00 0.707759325 -0.06569444 49.47485
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## 2488 13 2.926637e-01 0.707759325 -0.06569444 62.41909
## 2489 13 4.792636e+00 0.707759325 -0.06569444 44.63952
## 2490 13 -4.331195e+00 0.707759325 -0.06569444 46.75046
## 2491 13 -4.265715e-01 0.707759325 -0.06569444 47.67486
## 2492 13 -2.459421e+00 0.707759325 -0.06569444 52.55862
## 2493 13 -5.337881e+00 0.707759325 -0.06569444 44.58984
## 2494 13 -1.843742e+00 0.707759325 -0.06569444 53.72877
## 2495 13 -9.028095e+00 0.707759325 -0.06569444 43.68563
## 2496 13 -3.913543e+00 0.707759325 -0.06569444 39.32319
## 2497 13 -5.248617e+00 0.707759325 -0.06569444 63.19673
## 2498 13 -1.630688e+00 0.707759325 -0.06569444 59.85537
## 2499 13 1.711494e+00 0.707759325 -0.06569444 59.49966
## 2500 13 -2.347311e-01 0.707759325 -0.06569444 44.94280
## 2501 13 3.060180e+00 0.707759325 -0.06569444 60.53272
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## 2503 13 -3.269083e+00 2.668444549 -0.06569444 56.16787
## 2504 13 -1.049439e+00 2.668444549 -0.06569444 52.73567
## 2505 13 9.118685e+00 2.668444549 -0.06569444 53.70657
## 2506 13 2.010387e+00 2.668444549 -0.06569444 46.52442
## 2507 13 8.266090e-01 2.668444549 -0.06569444 39.50104
## 2508 13 2.522333e+00 2.668444549 -0.06569444 49.95716
## 2509 13 1.289466e+00 2.668444549 -0.06569444 55.66398
## 2510 13 -5.082766e+00 2.668444549 -0.06569444 58.71757
## 2511 13 -3.411212e+00 2.668444549 -0.06569444 49.86360
## 2512 13 -5.124058e+00 2.668444549 -0.06569444 59.01553
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## 2514 13 1.059187e+00 2.668444549 -0.06569444 57.99367
## 2515 13 -4.019073e+00 2.668444549 -0.06569444 60.42508
## 2516 13 -4.508112e+00 2.668444549 -0.06569444 56.55940
## 2517 13 1.742920e+00 2.668444549 -0.06569444 34.39717
## 2518 13 1.042771e+00 2.668444549 -0.06569444 62.19010
## 2519 13 4.470690e+00 2.668444549 -0.06569444 39.70372
## 2520 13 -2.158331e+00 2.668444549 -0.06569444 60.89916
## 2521 13 3.070976e+00 2.668444549 -0.06569444 44.97179
## 2522 13 6.978496e-01 2.668444549 -0.06569444 68.83650
## 2523 13 -3.037199e-01 2.668444549 -0.06569444 47.92653
## 2524 13 -3.011338e+00 2.668444549 -0.06569444 53.89730
## 2525 13 7.770487e+00 2.668444549 -0.06569444 56.98233
## 2526 13 -6.031351e+00 1.922824101 -0.06569444 37.98356
## 2527 13 -2.457065e+00 1.922824101 -0.06569444 63.80074
## 2528 13 2.759892e+00 1.922824101 -0.06569444 57.30457
## 2529 13 -4.641375e-01 1.922824101 -0.06569444 42.38650
## 2530 13 9.776765e-01 1.922824101 -0.06569444 45.88762
## 2531 13 1.938012e+00 1.922824101 -0.06569444 63.46714
## 2532 13 -2.304381e+00 1.922824101 -0.06569444 45.60900
## 2533 13 1.082067e+00 1.922824101 -0.06569444 49.56614
## 2534 13 4.431268e+00 1.922824101 -0.06569444 49.01216
## 2535 13 -1.458700e+00 1.922824101 -0.06569444 35.52658
## 2536 13 -5.732656e-01 1.922824101 -0.06569444 57.85732
## 2537 13 5.696203e-01 1.922824101 -0.06569444 56.21060
## 2538 13 2.346790e+00 1.922824101 -0.06569444 43.66313
## 2539 13 7.052835e-01 1.922824101 -0.06569444 48.52736
## 2540 13 8.436576e-01 1.922824101 -0.06569444 52.92505
## 2541 13 -5.162287e+00 1.922824101 -0.06569444 49.21926
## 2542 13 -5.973354e+00 1.922824101 -0.06569444 55.19448
## 2543 13 -6.376058e-01 1.922824101 -0.06569444 56.97415
## 2544 13 9.292928e-01 -0.143886126 -0.06569444 47.13486
## 2545 13 6.806291e-01 -0.143886126 -0.06569444 43.88108
## 2546 13 -5.340043e+00 -0.143886126 -0.06569444 56.02252
## 2547 13 -2.504874e+00 -0.143886126 -0.06569444 52.82991
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## 2549 13 -5.360820e+00 -0.143886126 -0.06569444 57.23841
## 2550 13 5.274581e+00 -0.143886126 -0.06569444 45.11500
## 2551 13 3.278136e-01 -0.143886126 -0.06569444 39.77525
## 2552 13 4.762113e+00 -0.143886126 -0.06569444 36.78740
## 2553 13 2.018393e+00 -0.143886126 -0.06569444 47.53873
## 2554 13 2.150292e+00 -0.143886126 -0.06569444 47.59099
## 2555 13 -2.404868e-01 -0.143886126 -0.06569444 56.53238
## 2556 13 -4.569985e+00 -0.143886126 -0.06569444 49.24779
## 2557 13 -7.146548e-02 -0.143886126 -0.06569444 60.40455
## 2558 13 -2.196441e+00 -0.143886126 -0.06569444 30.53272
## 2559 13 1.762061e+00 -0.143886126 -0.06569444 65.81829
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## 2561 13 -2.844521e-01 -0.143886126 -0.06569444 49.68805
## 2562 13 -2.163293e+00 -0.143886126 -0.06569444 49.14160
## 2563 13 -4.409554e-01 -0.143886126 -0.06569444 58.17473
## 2564 13 -3.092650e-01 -0.143886126 -0.06569444 42.96882
## 2565 13 -3.978223e-01 -0.143886126 -0.06569444 44.18038
## 2566 13 4.434974e+00 -1.335757678 -0.06569444 60.78793
## 2567 13 -1.310294e+00 -1.335757678 -0.06569444 37.84797
## 2568 13 2.839238e+00 -1.335757678 -0.06569444 54.19580
## 2569 13 -1.926500e+00 -1.335757678 -0.06569444 59.95884
## 2570 13 1.272878e+00 -1.335757678 -0.06569444 61.24828
## 2571 13 -4.474544e+00 -1.335757678 -0.06569444 62.70339
## 2572 13 2.841486e+00 -1.335757678 -0.06569444 51.49459
## 2573 13 -8.472606e-01 -1.335757678 -0.06569444 52.65095
## 2574 13 6.161800e+00 -1.335757678 -0.06569444 41.42384
## 2575 13 6.192471e+00 -1.335757678 -0.06569444 42.13514
## 2576 13 2.434877e+00 -1.335757678 -0.06569444 48.19648
## 2577 13 9.809644e-01 -1.335757678 -0.06569444 56.21986
## 2578 13 1.822863e+00 -1.335757678 -0.06569444 49.09124
## 2579 13 -1.646338e+00 -1.335757678 -0.06569444 47.10376
## 2580 13 -1.266369e+00 -1.335757678 -0.06569444 48.80920
## 2581 13 1.747276e+00 -1.335757678 -0.06569444 51.46141
## 2582 13 8.150130e-01 -1.335757678 -0.06569444 49.23002
## 2583 13 3.555764e+00 -1.335757678 -0.06569444 41.21691
## 2584 13 -7.163459e+00 -1.335757678 -0.06569444 46.64479
## 2585 13 -1.769549e+00 -1.335757678 -0.06569444 40.73094
## 2586 13 -1.777855e+00 -1.335757678 -0.06569444 54.59383
## 2587 13 -3.682393e-01 -0.678545865 -0.06569444 53.74283
## 2588 13 -2.924049e+00 -0.678545865 -0.06569444 48.22375
## 2589 13 3.339002e+00 -0.678545865 -0.06569444 42.60198
## 2590 13 -2.215735e-01 -0.678545865 -0.06569444 50.40571
## 2591 13 3.562830e+00 -0.678545865 -0.06569444 48.94301
## 2592 13 2.148747e+00 -0.678545865 -0.06569444 51.42572
## 2593 13 -2.641422e+00 -0.678545865 -0.06569444 48.41743
## 2594 13 7.263423e+00 -0.678545865 -0.06569444 50.59202
## 2595 13 1.351524e+00 -0.678545865 -0.06569444 40.67727
## 2596 13 -1.630415e+00 -0.678545865 -0.06569444 55.58073
## 2597 13 -7.095353e-01 -0.678545865 -0.06569444 59.93616
## 2598 13 9.626733e-01 -0.678545865 -0.06569444 47.65212
## 2599 13 2.535724e+00 -0.678545865 -0.06569444 49.30379
## 2600 13 1.383093e+00 -0.678545865 -0.06569444 38.11653
## 2601 13 4.224854e+00 -0.678545865 -0.06569444 42.86474
## 2602 13 2.191311e+00 -0.678545865 -0.06569444 50.78206
## 2603 13 3.027080e+00 -0.678545865 -0.06569444 42.09419
## 2604 13 3.700932e-01 -0.678545865 -0.06569444 60.72647
## 2605 13 -5.654440e-01 -0.678545865 -0.06569444 51.30731
## 2606 13 4.788923e-01 -0.678545865 -0.06569444 52.34722
## 2607 13 -1.080080e+00 -0.678545865 -0.06569444 47.65974
## 2608 13 4.460723e+00 -0.678545865 -0.06569444 53.69618
## 2609 14 -5.572051e+00 2.522964195 2.62514983 40.57850
## 2610 14 -3.706234e+00 2.522964195 2.62514983 55.05677
## 2611 14 3.135585e+00 2.522964195 2.62514983 52.13856
## 2612 14 -7.391767e-01 2.522964195 2.62514983 42.73624
## 2613 14 3.088797e-01 2.522964195 2.62514983 50.58131
## 2614 14 -4.659291e+00 2.522964195 2.62514983 48.64149
## 2615 14 1.830904e+00 2.522964195 2.62514983 55.65288
## 2616 14 4.954466e+00 2.522964195 2.62514983 65.31355
## 2617 14 3.586148e+00 2.522964195 2.62514983 41.29014
## 2618 14 1.921407e-02 2.522964195 2.62514983 49.40076
## 2619 14 1.879675e+00 2.522964195 2.62514983 58.20226
## 2620 14 9.748012e+00 2.522964195 2.62514983 49.84391
## 2621 14 -9.198019e-01 2.522964195 2.62514983 43.82077
## 2622 14 -2.432246e+00 2.522964195 2.62514983 40.33038
## 2623 14 1.629939e+00 2.522964195 2.62514983 59.61462
## 2624 14 3.971263e+00 2.522964195 2.62514983 53.04833
## 2625 14 1.630422e+00 2.522964195 2.62514983 46.53202
## 2626 14 6.577475e-01 2.522964195 2.62514983 38.78820
## 2627 14 4.995204e-01 2.522964195 2.62514983 54.57570
## 2628 14 1.542366e+00 2.522964195 2.62514983 42.75456
## 2629 14 -1.780704e+00 2.522964195 2.62514983 45.67580
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## 2631 14 -8.688114e-01 -1.457490915 2.62514983 48.22147
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## 2679 14 -5.914455e+00 -1.317831758 2.62514983 45.30635
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## 2694 14 -2.273104e+00 -1.317831758 2.62514983 52.52558
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## 2698 14 -5.151957e-01 -1.317831758 2.62514983 46.32842
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## 2700 14 -3.171840e+00 -1.317831758 2.62514983 62.83167
## 2701 14 -4.511751e+00 2.448003122 2.62514983 53.84386
## 2702 14 3.568499e+00 2.448003122 2.62514983 50.96663
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## 2704 14 -4.933585e+00 2.448003122 2.62514983 37.03240
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## 2706 14 -1.410998e+00 2.448003122 2.62514983 50.94476
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## 2708 14 -1.283224e+00 2.448003122 2.62514983 36.08614
## 2709 14 -2.177147e+00 2.448003122 2.62514983 47.43845
## 2710 14 2.755242e+00 2.448003122 2.62514983 50.64987
## 2711 14 -1.439279e+00 2.448003122 2.62514983 42.23772
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## 2713 14 -4.206964e+00 2.448003122 2.62514983 45.10529
## 2714 14 -6.015850e+00 2.448003122 2.62514983 55.61240
## 2715 14 -9.102255e-01 2.448003122 2.62514983 46.30355
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## 2717 14 -1.418731e+00 2.448003122 2.62514983 53.11602
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## 2719 14 2.541067e+00 2.448003122 2.62514983 61.27679
## 2720 14 -2.296328e-01 1.162805688 2.62514983 47.87442
## 2721 14 4.437401e-02 1.162805688 2.62514983 41.04449
## 2722 14 -3.592434e+00 1.162805688 2.62514983 38.59925
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## 2789 14 -6.560807e-01 3.474436525 2.62514983 43.08417
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## 2821 15 -1.235288e+00 0.507441094 0.68668516 51.49530
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## 2829 15 -3.236766e-01 0.507441094 0.68668516 36.71773
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## 2831 15 1.219508e+00 0.507441094 0.68668516 60.82148
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## 2833 15 9.080503e-02 0.507441094 0.68668516 57.27050
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## 2876 15 -4.380301e+00 1.360400387 0.68668516 57.74311
## 2877 15 -4.390569e+00 1.360400387 0.68668516 54.11612
## 2878 15 -3.660442e+00 1.360400387 0.68668516 42.59299
## 2879 15 2.791845e+00 1.360400387 0.68668516 53.03263
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## 2882 15 -2.185584e+00 1.360400387 0.68668516 54.48573
## 2883 15 -5.161444e-01 1.360400387 0.68668516 60.03905
## 2884 15 -2.223796e+00 1.360400387 0.68668516 72.45572
## 2885 15 -1.607153e+00 1.360400387 0.68668516 54.62080
## 2886 15 -1.016440e+00 1.360400387 0.68668516 57.90880
## 2887 15 -5.456013e-01 1.360400387 0.68668516 61.00928
## 2888 15 -3.582777e+00 1.360400387 0.68668516 50.99356
## 2889 15 -7.960231e-01 1.646921046 0.68668516 54.18163
## 2890 15 3.027977e+00 1.646921046 0.68668516 48.21318
## 2891 15 -5.951026e+00 1.646921046 0.68668516 54.71555
## 2892 15 -2.772602e+00 1.646921046 0.68668516 43.21643
## 2893 15 2.852737e+00 1.646921046 0.68668516 53.57847
## 2894 15 -4.550177e+00 1.646921046 0.68668516 57.05817
## 2895 15 4.932551e+00 1.646921046 0.68668516 57.92763
## 2896 15 -2.334197e+00 1.646921046 0.68668516 50.96148
## 2897 15 3.680329e+00 1.646921046 0.68668516 51.44704
## 2898 15 -1.758511e+00 1.646921046 0.68668516 47.54442
## 2899 15 1.318528e+00 1.646921046 0.68668516 53.32066
## 2900 15 -2.969656e+00 1.646921046 0.68668516 53.25518
## 2901 15 -1.011018e+01 1.646921046 0.68668516 51.25536
## 2902 15 5.199616e+00 1.646921046 0.68668516 47.72308
## 2903 15 -4.291351e+00 1.646921046 0.68668516 48.50939
## 2904 15 -7.260308e-01 1.646921046 0.68668516 52.52612
## 2905 15 -3.555496e+00 1.646921046 0.68668516 53.91677
## 2906 15 -3.057588e+00 1.646921046 0.68668516 49.79959
## 2907 15 9.700064e-02 1.646921046 0.68668516 51.10694
## 2908 15 2.081256e+00 1.646921046 0.68668516 66.31633
## 2909 15 1.501984e+00 1.646921046 0.68668516 50.67246
## 2910 15 -5.997982e-01 1.646921046 0.68668516 55.43602
## 2911 15 -2.861960e-01 1.646921046 0.68668516 45.76515
## 2912 15 9.216151e-01 1.646921046 0.68668516 47.03708
## 2913 15 2.614105e+00 0.336973087 0.68668516 53.41453
## 2914 15 -1.673617e+00 0.336973087 0.68668516 38.25087
## 2915 15 1.321454e+00 0.336973087 0.68668516 44.73391
## 2916 15 1.821786e+00 0.336973087 0.68668516 48.18861
## 2917 15 9.088237e-01 0.336973087 0.68668516 31.71324
## 2918 15 3.282880e+00 0.336973087 0.68668516 37.99368
## 2919 15 -3.441416e+00 0.336973087 0.68668516 52.72310
## 2920 15 -3.916781e+00 0.336973087 0.68668516 46.64927
## 2921 15 2.200132e+00 0.336973087 0.68668516 38.43470
## 2922 15 6.096033e+00 0.336973087 0.68668516 62.04524
## 2923 15 -5.177287e-01 0.336973087 0.68668516 65.16765
## 2924 15 -1.209964e-01 0.336973087 0.68668516 45.57353
## 2925 15 8.202095e-01 0.336973087 0.68668516 51.35818
## 2926 15 -9.660018e-01 0.336973087 0.68668516 47.41726
## 2927 15 -1.426220e+00 0.336973087 0.68668516 55.42257
## 2928 15 5.321594e-01 0.336973087 0.68668516 46.96683
## 2929 15 -5.958639e-01 0.336973087 0.68668516 62.87427
## 2930 15 -7.063832e-01 0.336973087 0.68668516 44.60221
## 2931 15 1.253974e+00 -5.189291252 0.68668516 59.95022
## 2932 15 -4.633537e+00 -5.189291252 0.68668516 60.30678
## 2933 15 1.473006e+00 -5.189291252 0.68668516 57.64896
## 2934 15 -1.292812e+00 -5.189291252 0.68668516 61.64121
## 2935 15 -9.377207e-01 -5.189291252 0.68668516 67.69742
## 2936 15 3.239295e+00 -5.189291252 0.68668516 55.97490
## 2937 15 -3.510182e+00 -5.189291252 0.68668516 47.97714
## 2938 15 -1.578838e+00 -5.189291252 0.68668516 47.85861
## 2939 15 2.171153e+00 -5.189291252 0.68668516 40.26172
## 2940 15 2.097667e+00 -5.189291252 0.68668516 56.83089
## 2941 15 -2.742755e-01 -5.189291252 0.68668516 47.66992
## 2942 15 2.853996e+00 -5.189291252 0.68668516 58.00925
## 2943 15 -1.404577e-01 -5.189291252 0.68668516 61.12701
## 2944 15 -2.941014e+00 -5.189291252 0.68668516 52.84671
## 2945 15 -2.196318e+00 -5.189291252 0.68668516 57.08431
## 2946 15 -1.504772e+00 -5.189291252 0.68668516 59.05239
## 2947 15 -2.908015e+00 -5.189291252 0.68668516 51.49184
## 2948 15 5.014924e+00 -5.189291252 0.68668516 45.58095
## 2949 15 -1.551350e+00 -5.189291252 0.68668516 54.61084
## 2950 15 3.740995e+00 -5.189291252 0.68668516 63.56778
## 2951 15 1.689482e+00 1.984541554 0.68668516 51.89925
## 2952 15 -2.775121e+00 1.984541554 0.68668516 54.82350
## 2953 15 -4.196056e+00 1.984541554 0.68668516 39.74968
## 2954 15 5.712110e+00 1.984541554 0.68668516 58.85604
## 2955 15 -1.765438e+00 1.984541554 0.68668516 45.41224
## 2956 15 3.558907e+00 1.984541554 0.68668516 55.00690
## 2957 15 1.674980e+00 1.984541554 0.68668516 46.86354
## 2958 15 4.614857e+00 1.984541554 0.68668516 51.56278
## 2959 15 -2.345995e+00 1.984541554 0.68668516 48.78231
## 2960 15 5.522009e-01 1.984541554 0.68668516 43.51314
## 2961 15 -4.126667e+00 1.984541554 0.68668516 43.37590
## 2962 15 4.515076e+00 1.984541554 0.68668516 48.61950
## 2963 15 3.903623e+00 1.984541554 0.68668516 60.72481
## 2964 15 -2.530036e+00 1.984541554 0.68668516 50.19298
## 2965 15 2.279963e+00 1.984541554 0.68668516 53.01759
## 2966 15 -1.557665e-01 1.984541554 0.68668516 48.77063
## 2967 15 1.866829e+00 1.984541554 0.68668516 48.14239
## 2968 15 -1.608398e+00 1.984541554 0.68668516 54.60423
## 2969 15 -2.917112e+00 1.984541554 0.68668516 46.92058
## 2970 15 1.020872e+00 1.984541554 0.68668516 44.23743
## 2971 15 1.309812e+00 0.472107943 0.68668516 65.58004
## 2972 15 -1.002279e+01 0.472107943 0.68668516 31.89387
## 2973 15 2.544021e+00 0.472107943 0.68668516 41.50118
## 2974 15 2.006093e+00 0.472107943 0.68668516 42.83654
## 2975 15 5.347746e+00 0.472107943 0.68668516 44.44419
## 2976 15 2.065434e+00 0.472107943 0.68668516 46.20061
## 2977 15 3.288257e+00 0.472107943 0.68668516 36.27040
## 2978 15 -1.045079e+00 0.472107943 0.68668516 32.94397
## 2979 15 -7.426714e-01 0.472107943 0.68668516 42.95804
## 2980 15 -4.217030e-01 0.472107943 0.68668516 42.78442
## 2981 15 -1.463585e+00 0.472107943 0.68668516 53.51807
## 2982 15 1.303523e+00 0.472107943 0.68668516 45.78557
## 2983 15 -2.853887e+00 0.472107943 0.68668516 54.53672
## 2984 15 -2.408017e+00 0.472107943 0.68668516 62.23265
## 2985 15 -1.665627e+00 0.472107943 0.68668516 40.92558
## 2986 15 -1.151633e+00 0.472107943 0.68668516 47.91603
## 2987 15 -1.534408e+00 0.472107943 0.68668516 41.76610
## 2988 15 -2.495574e+00 0.472107943 0.68668516 62.02225
## 2989 15 7.009140e+00 0.472107943 0.68668516 46.56899
## random_effects achievement
## 1 1.145378439 48.95745
## 2 1.145378439 50.19794
## 3 1.145378439 51.20640
## 4 1.145378439 57.48257
## 5 1.145378439 47.61810
## 6 1.145378439 53.75429
## 7 1.145378439 42.29891
## 8 1.145378439 55.26427
## 9 1.145378439 67.28252
## 10 1.145378439 51.25176
## 11 1.145378439 61.64484
## 12 1.145378439 56.95070
## 13 1.145378439 46.34254
## 14 1.145378439 59.01585
## 15 1.145378439 41.00786
## 16 1.145378439 48.11188
## 17 1.145378439 56.90250
## 18 1.145378439 48.51054
## 19 -1.740206490 54.58207
## 20 -1.740206490 47.11354
## 21 -1.740206490 42.82474
## 22 -1.740206490 51.26701
## 23 -1.740206490 37.65889
## 24 -1.740206490 34.10115
## 25 -1.740206490 35.89733
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## 27 -1.740206490 49.44018
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## 31 -1.740206490 32.21471
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## 35 -1.740206490 52.03867
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## 38 -1.740206490 36.78731
## 39 2.140756409 58.68259
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## 42 2.140756409 59.99721
## 43 2.140756409 44.65951
## 44 2.140756409 37.08698
## 45 2.140756409 59.07232
## 46 2.140756409 58.34442
## 47 2.140756409 43.49773
## 48 2.140756409 56.46036
## 49 2.140756409 64.47517
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## 51 2.140756409 56.42105
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## 57 2.140756409 45.78145
## 58 2.587281221 52.29202
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## 60 2.587281221 30.18175
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## 62 2.587281221 54.86988
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## 66 2.587281221 68.28256
## 67 2.587281221 47.20870
## 68 2.587281221 38.39436
## 69 2.587281221 61.38389
## 70 2.587281221 48.11538
## 71 2.587281221 56.57960
## 72 2.587281221 41.98930
## 73 2.587281221 51.84120
## 74 2.587281221 53.35254
## 75 2.587281221 65.41461
## 76 2.587281221 52.49898
## 77 2.587281221 44.93775
## 78 2.587281221 55.16501
## 79 2.587281221 66.37398
## 80 0.003133567 49.11037
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## 91 0.003133567 51.47319
## 92 0.003133567 66.31910
## 93 0.003133567 42.45388
## 94 0.003133567 31.38127
## 95 0.003133567 53.22501
## 96 0.003133567 41.88761
## 97 0.003133567 55.26995
## 98 0.003133567 65.92455
## 99 0.003133567 27.65950
## 100 0.003133567 53.19331
## 101 0.003133567 54.76412
## 102 1.574125940 63.33501
## 103 1.574125940 41.96789
## 104 1.574125940 62.17981
## 105 1.574125940 53.40902
## 106 1.574125940 45.70505
## 107 1.574125940 56.38343
## 108 1.574125940 58.71909
## 109 1.574125940 56.03823
## 110 1.574125940 43.03940
## 111 1.574125940 46.60492
## 112 1.574125940 58.52600
## 113 1.574125940 49.30895
## 114 1.574125940 63.71348
## 115 1.574125940 35.88609
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## 126 -1.338602741 42.85844
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## 144 1.345274610 38.59152
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## 146 1.345274610 53.03575
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## 301 -1.352025595 63.42181
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## 305 -1.352025595 40.95029
## 306 -1.352025595 69.93039
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## 335 1.840533012 53.49317
## 336 1.840533012 52.94822
## 337 1.840533012 69.06095
## 338 1.840533012 47.77432
## 339 1.840533012 67.67642
## 340 1.840533012 55.09787
## 341 1.840533012 61.96756
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## 2877 2.047085547 51.77263
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## 2925 1.023658247 53.20204
## 2926 1.023658247 47.47492
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## 2950 -4.502606092 62.80617
## 2951 2.671226715 56.25995
## 2952 2.671226715 54.71961
## 2953 2.671226715 38.22485
## 2954 2.671226715 67.23937
## 2955 2.671226715 46.31802
## 2956 2.671226715 61.23704
## 2957 2.671226715 51.20974
## 2958 2.671226715 58.84886
## 2959 2.671226715 49.10754
## 2960 2.671226715 46.73657
## 2961 2.671226715 41.92046
## 2962 2.671226715 55.80581
## 2963 2.671226715 67.29966
## 2964 2.671226715 50.33417
## 2965 2.671226715 57.96878
## 2966 2.671226715 51.28609
## 2967 2.671226715 52.68045
## 2968 2.671226715 55.66706
## 2969 2.671226715 46.67469
## 2970 2.671226715 47.92953
## 2971 1.158793103 68.04864
## 2972 1.158793103 23.02987
## 2973 1.158793103 45.20400
## 2974 1.158793103 46.00143
## 2975 1.158793103 50.95073
## 2976 1.158793103 49.42484
## 2977 1.158793103 40.71745
## 2978 1.158793103 33.05768
## 2979 1.158793103 43.37416
## 2980 1.158793103 43.52151
## 2981 1.158793103 53.21328
## 2982 1.158793103 48.24789
## 2983 1.158793103 52.84163
## 2984 1.158793103 60.98343
## 2985 1.158793103 40.41875
## 2986 1.158793103 47.92319
## 2987 1.158793103 41.39048
## 2988 1.158793103 60.68547
## 2989 1.158793103 54.73692level1_samp <- sample(15:25, size = 150, replace = TRUE)
sim_arguments <- list(
formula = achievement ~ 1 + motivation + trt + age + ses + (1 | classroom) + (1 | district),
fixed = list(
motivation = list(var_type = 'continuous',
mean = 0, sd = 20)
),
sample_size = list(level1 = level1_samp, level2 = 10, level3 = 15),
error = list(variance = 10),
reg_weights = c(50, 0.4, 1.2, 0.1, 0.25),
randomeffect = list(int_classroom = list(variance = 5, var_level = 2),
int_district = list(variance = 2, var_level = 3)),
propensity = list(
formula = trt ~ 1 + age + ses + (1 | classroom) + (1 | district),
fixed = list(age = list(var_type = 'ordinal',
levels = -7:7),
ses = list(var_type = 'continuous',
mean = 0, sd = 5,
var_level = 2)),
sample_size = list(level1 = level1_samp, level2 = 10, level3 = 15),
error = list(variance = 5),
randomeffect = list(int_classroom = list(variance = 5, var_level = 2),
int_district = list(variance = 2, var_level = 3)),
reg_weights = c(2, 0.3, -0.5),
outcome_type = 'binary',
outcome_level = 3
)
)
simulate_fixed(data = NULL, sim_args = sim_arguments) |>
simulate_error(sim_args = sim_arguments) |>
simulate_randomeffect(sim_args = sim_arguments) |>
generate_response(sim_arguments)## New names:
## New names:
## • `X.Intercept.` -> `X.Intercept....1`
## • `X.Intercept.` -> `X.Intercept....2`## X.Intercept. motivation trt age ses level1_id classroom
## 1 1 44.14293219 1 -1 -3.10253483 1 1
## 2 1 4.37280243 1 -7 -3.10253483 2 1
## 3 1 30.15445436 1 3 -3.10253483 3 1
## 4 1 -7.73741420 1 7 -3.10253483 4 1
## 5 1 -9.54540152 1 -4 -3.10253483 5 1
## 6 1 52.58898138 1 -5 -3.10253483 6 1
## 7 1 40.47385119 1 3 -3.10253483 7 1
## 8 1 -1.73134374 1 5 -3.10253483 8 1
## 9 1 17.84619260 1 -1 -3.10253483 9 1
## 10 1 19.31470798 1 0 -3.10253483 10 1
## 11 1 26.83800176 1 -3 -3.10253483 11 1
## 12 1 -1.44118656 1 3 -3.10253483 12 1
## 13 1 49.18764667 1 3 -3.10253483 13 1
## 14 1 -8.82038317 1 -1 -3.10253483 14 1
## 15 1 -1.15558237 1 -2 -3.10253483 15 1
## 16 1 21.88500870 1 0 -3.10253483 16 1
## 17 1 -22.61604123 1 3 -3.10253483 17 1
## 18 1 -6.62644972 1 2 -3.49689177 1 2
## 19 1 53.95679818 1 -4 -3.49689177 2 2
## 20 1 -0.20512503 1 -7 -3.49689177 3 2
## 21 1 -14.16368432 1 0 -3.49689177 4 2
## 22 1 4.76857551 1 -7 -3.49689177 5 2
## 23 1 -7.81553484 1 5 -3.49689177 6 2
## 24 1 15.75821561 1 0 -3.49689177 7 2
## 25 1 -51.12290957 1 -7 -3.49689177 8 2
## 26 1 14.55412567 1 4 -3.49689177 9 2
## 27 1 10.76432652 1 4 -3.49689177 10 2
## 28 1 -4.82716718 1 4 -3.49689177 11 2
## 29 1 -31.68814929 1 6 -3.49689177 12 2
## 30 1 6.98987966 1 -3 -3.49689177 13 2
## 31 1 10.11285632 1 4 -3.49689177 14 2
## 32 1 -0.69554907 1 1 -3.49689177 15 2
## 33 1 -1.59294501 1 -5 -3.49689177 16 2
## 34 1 16.12428344 1 -7 -3.49689177 17 2
## 35 1 -15.23450880 1 -2 -3.49689177 18 2
## 36 1 -17.70361712 1 0 9.26438202 1 3
## 37 1 -20.74456771 1 5 9.26438202 2 3
## 38 1 4.57034570 1 -6 9.26438202 3 3
## 39 1 2.26918287 1 -6 9.26438202 4 3
## 40 1 -22.83543769 1 7 9.26438202 5 3
## 41 1 25.42581794 1 5 9.26438202 6 3
## 42 1 13.17963584 1 0 9.26438202 7 3
## 43 1 12.99717551 1 -3 9.26438202 8 3
## 44 1 18.12827289 1 -3 9.26438202 9 3
## 45 1 15.62458961 1 -5 9.26438202 10 3
## 46 1 11.91313567 1 -2 9.26438202 11 3
## 47 1 -24.62888017 1 -3 9.26438202 12 3
## 48 1 44.38704372 1 -2 9.26438202 13 3
## 49 1 22.52638149 1 -5 9.26438202 14 3
## 50 1 -29.11099140 1 0 9.26438202 15 3
## 51 1 -21.51579746 1 -3 9.26438202 16 3
## 52 1 8.64810479 1 -3 9.26438202 17 3
## 53 1 1.06999294 1 0 9.26438202 18 3
## 54 1 -11.28438234 1 5 9.26438202 19 3
## 55 1 -5.37699061 1 4 9.26438202 20 3
## 56 1 53.94335697 1 1 9.26438202 21 3
## 57 1 -1.34805842 1 -2 9.26438202 22 3
## 58 1 12.75256802 1 4 -1.21033464 1 4
## 59 1 -0.09298572 1 7 -1.21033464 2 4
## 60 1 15.08555640 1 5 -1.21033464 3 4
## 61 1 30.00552087 1 2 -1.21033464 4 4
## 62 1 5.67154220 1 3 -1.21033464 5 4
## 63 1 10.64054282 1 -3 -1.21033464 6 4
## 64 1 25.97640043 1 -5 -1.21033464 7 4
## 65 1 -10.08195916 1 4 -1.21033464 8 4
## 66 1 27.01674182 1 -5 -1.21033464 9 4
## 67 1 -13.84423808 1 7 -1.21033464 10 4
## 68 1 -22.87004694 1 -4 -1.21033464 11 4
## 69 1 -23.80310311 1 7 -1.21033464 12 4
## 70 1 20.81121616 1 0 -1.21033464 13 4
## 71 1 18.54085121 1 -7 -1.21033464 14 4
## 72 1 11.32127953 1 6 -1.21033464 15 4
## 73 1 2.35705546 1 5 -1.21033464 16 4
## 74 1 6.74650203 1 6 3.13169874 1 5
## 75 1 -7.62031992 1 -7 3.13169874 2 5
## 76 1 16.20804138 1 0 3.13169874 3 5
## 77 1 -35.51247958 1 -2 3.13169874 4 5
## 78 1 -25.30927891 1 0 3.13169874 5 5
## 79 1 -5.30120529 1 -1 3.13169874 6 5
## 80 1 29.27917599 1 3 3.13169874 7 5
## 81 1 -17.92989867 1 0 3.13169874 8 5
## 82 1 28.23297251 1 1 3.13169874 9 5
## 83 1 -32.06788033 1 5 3.13169874 10 5
## 84 1 1.60941397 1 -6 3.13169874 11 5
## 85 1 -3.29542967 1 1 3.13169874 12 5
## 86 1 -16.06124992 1 7 3.13169874 13 5
## 87 1 65.48729535 1 0 3.13169874 14 5
## 88 1 23.93494230 1 -2 3.13169874 15 5
## 89 1 -48.22856803 1 -5 3.13169874 16 5
## 90 1 -26.78317183 1 -1 3.13169874 17 5
## 91 1 14.09938135 1 -3 3.13169874 18 5
## 92 1 -8.91526060 1 -2 3.13169874 19 5
## 93 1 -1.10590437 1 2 3.13169874 20 5
## 94 1 15.93489641 1 -7 3.13169874 21 5
## 95 1 -17.11977068 1 -3 0.83029623 1 6
## 96 1 -21.53378625 1 2 0.83029623 2 6
## 97 1 23.49539528 1 2 0.83029623 3 6
## 98 1 22.08897509 1 -1 0.83029623 4 6
## 99 1 6.59799158 1 4 0.83029623 5 6
## 100 1 -21.81875039 1 4 0.83029623 6 6
## 101 1 11.57952468 1 4 0.83029623 7 6
## 102 1 -21.17870558 1 6 0.83029623 8 6
## 103 1 4.10099330 1 6 0.83029623 9 6
## 104 1 17.88798512 1 -6 0.83029623 10 6
## 105 1 -19.26744823 1 0 0.83029623 11 6
## 106 1 -19.22435258 1 6 0.83029623 12 6
## 107 1 7.44072449 1 5 0.83029623 13 6
## 108 1 -13.66024115 1 1 0.83029623 14 6
## 109 1 -10.80012158 1 -7 0.83029623 15 6
## 110 1 37.85311843 1 -5 0.83029623 16 6
## 111 1 1.00699942 1 3 0.83029623 17 6
## 112 1 -41.92924281 1 1 0.83029623 18 6
## 113 1 7.43710258 1 -3 0.83029623 19 6
## 114 1 38.99864574 1 -7 0.83029623 20 6
## 115 1 39.18745574 1 4 0.83029623 21 6
## 116 1 -8.64243179 1 -5 0.83029623 22 6
## 117 1 -30.31205436 1 -2 0.83029623 23 6
## 118 1 -44.09373961 1 5 0.83029623 24 6
## 119 1 -5.80980551 1 -7 4.20987450 1 7
## 120 1 -16.93991466 1 -5 4.20987450 2 7
## 121 1 -24.96683365 1 -7 4.20987450 3 7
## 122 1 20.11695662 1 -5 4.20987450 4 7
## 123 1 -23.14275053 1 4 4.20987450 5 7
## 124 1 -18.95626687 1 0 4.20987450 6 7
## 125 1 21.73221884 1 3 4.20987450 7 7
## 126 1 38.07320986 1 -5 4.20987450 8 7
## 127 1 -10.94746510 1 1 4.20987450 9 7
## 128 1 -3.39764112 1 7 4.20987450 10 7
## 129 1 -15.18338911 1 -7 4.20987450 11 7
## 130 1 -27.95689860 1 1 4.20987450 12 7
## 131 1 -21.93353508 1 -4 4.20987450 13 7
## 132 1 13.54285224 1 1 4.20987450 14 7
## 133 1 8.06687073 1 1 4.20987450 15 7
## 134 1 -15.06782536 1 4 4.20987450 16 7
## 135 1 34.31089188 1 3 4.20987450 17 7
## 136 1 19.92035992 1 1 4.20987450 18 7
## 137 1 -37.89838663 1 -4 4.20987450 19 7
## 138 1 11.63086943 1 7 4.20987450 20 7
## 139 1 -8.42937166 1 -5 4.20987450 21 7
## 140 1 25.64200803 1 -4 4.20987450 22 7
## 141 1 -41.46953997 1 -4 4.20987450 23 7
## 142 1 -28.64868466 1 5 4.20987450 24 7
## 143 1 11.74661374 1 4 4.20987450 25 7
## 144 1 33.25121675 1 -2 7.07499658 1 8
## 145 1 35.58208226 1 7 7.07499658 2 8
## 146 1 -1.15891002 1 -1 7.07499658 3 8
## 147 1 0.27093712 1 -2 7.07499658 4 8
## 148 1 -6.00685155 1 3 7.07499658 5 8
## 149 1 -4.07208486 1 2 7.07499658 6 8
## 150 1 18.76656924 1 -2 7.07499658 7 8
## 151 1 7.37983095 1 -1 7.07499658 8 8
## 152 1 -5.63938941 1 1 7.07499658 9 8
## 153 1 1.95348574 1 1 7.07499658 10 8
## 154 1 -13.44057435 1 -2 7.07499658 11 8
## 155 1 30.88035215 1 2 7.07499658 12 8
## 156 1 1.29206115 1 7 7.07499658 13 8
## 157 1 -7.09500237 1 -4 7.07499658 14 8
## 158 1 5.25230517 1 7 7.07499658 15 8
## 159 1 12.79764923 1 0 7.07499658 16 8
## 160 1 31.15401578 1 -4 7.07499658 17 8
## 161 1 44.99826839 1 6 7.07499658 18 8
## 162 1 61.48675558 1 3 7.07499658 19 8
## 163 1 39.66188417 1 -3 7.07499658 20 8
## 164 1 -18.13986814 1 4 7.07499658 21 8
## 165 1 -0.38787695 1 -3 7.07499658 22 8
## 166 1 9.11275269 1 -7 8.20694184 1 9
## 167 1 22.98076884 1 -5 8.20694184 2 9
## 168 1 4.35689029 1 0 8.20694184 3 9
## 169 1 -21.40556965 1 5 8.20694184 4 9
## 170 1 -0.59874164 1 -7 8.20694184 5 9
## 171 1 48.24362135 1 2 8.20694184 6 9
## 172 1 48.62400182 1 4 8.20694184 7 9
## 173 1 -6.27711017 1 -6 8.20694184 8 9
## 174 1 -19.99175833 1 5 8.20694184 9 9
## 175 1 16.92874878 1 3 8.20694184 10 9
## 176 1 14.69087570 1 -4 8.20694184 11 9
## 177 1 -36.04404129 1 -6 8.20694184 12 9
## 178 1 31.77760442 1 3 8.20694184 13 9
## 179 1 5.82570577 1 5 8.20694184 14 9
## 180 1 2.49376932 1 5 8.20694184 15 9
## 181 1 23.89220015 1 -2 8.20694184 16 9
## 182 1 22.64215898 1 -1 8.20694184 17 9
## 183 1 19.70192312 1 1 8.20694184 18 9
## 184 1 -37.92376714 1 4 8.20694184 19 9
## 185 1 -2.90299016 1 2 8.20694184 20 9
## 186 1 26.65330804 1 4 8.20694184 21 9
## 187 1 37.97357612 1 0 8.20694184 22 9
## 188 1 -33.27338101 1 -1 -3.31628732 1 10
## 189 1 -3.89771585 1 6 -3.31628732 2 10
## 190 1 -42.72703123 1 -6 -3.31628732 3 10
## 191 1 -12.73395877 1 4 -3.31628732 4 10
## 192 1 13.54791896 1 -5 -3.31628732 5 10
## 193 1 -32.76385630 1 1 -3.31628732 6 10
## 194 1 -8.69584614 1 5 -3.31628732 7 10
## 195 1 22.71317045 1 -7 -3.31628732 8 10
## 196 1 -7.89859503 1 7 -3.31628732 9 10
## 197 1 25.71921582 1 0 -3.31628732 10 10
## 198 1 -14.62893917 1 -2 -3.31628732 11 10
## 199 1 13.19731681 1 5 -3.31628732 12 10
## 200 1 -17.44163701 1 1 -3.31628732 13 10
## 201 1 -25.49435607 1 1 -3.31628732 14 10
## 202 1 -14.56573233 1 1 -3.31628732 15 10
## 203 1 -13.63102376 0 -7 -3.83356770 1 11
## 204 1 25.45076684 0 2 -3.83356770 2 11
## 205 1 10.04263758 0 1 -3.83356770 3 11
## 206 1 28.69541755 0 -2 -3.83356770 4 11
## 207 1 12.18011783 0 -3 -3.83356770 5 11
## 208 1 31.14946090 0 3 -3.83356770 6 11
## 209 1 46.48164265 0 -7 -3.83356770 7 11
## 210 1 11.92053375 0 0 -3.83356770 8 11
## 211 1 -28.44258672 0 1 -3.83356770 9 11
## 212 1 -16.57749938 0 -4 -3.83356770 10 11
## 213 1 -10.52896755 0 5 -3.83356770 11 11
## 214 1 -8.29311520 0 0 -3.83356770 12 11
## 215 1 -22.41638916 0 -4 -3.83356770 13 11
## 216 1 -14.30862649 0 -7 -3.83356770 14 11
## 217 1 7.68690358 0 7 -3.83356770 15 11
## 218 1 15.80289442 0 0 -3.83356770 16 11
## 219 1 -13.76808962 0 -6 -3.83356770 17 11
## 220 1 10.30289057 0 -6 -3.83356770 18 11
## 221 1 -28.44112753 0 0 -3.83356770 19 11
## 222 1 22.66417500 0 7 -3.83356770 20 11
## 223 1 21.67175854 0 -7 -3.83356770 21 11
## 224 1 48.31365230 0 -2 -3.83356770 22 11
## 225 1 -5.78103138 0 5 3.42571192 1 12
## 226 1 1.62875497 0 -3 3.42571192 2 12
## 227 1 -32.84813101 0 4 3.42571192 3 12
## 228 1 7.03421193 0 -1 3.42571192 4 12
## 229 1 11.18173689 0 6 3.42571192 5 12
## 230 1 9.07655280 0 7 3.42571192 6 12
## 231 1 12.88016383 0 -4 3.42571192 7 12
## 232 1 0.54569349 0 2 3.42571192 8 12
## 233 1 6.93391701 0 -4 3.42571192 9 12
## 234 1 0.53331101 0 6 3.42571192 10 12
## 235 1 12.46947179 0 1 3.42571192 11 12
## 236 1 7.42090332 0 4 3.42571192 12 12
## 237 1 25.92661638 0 0 3.42571192 13 12
## 238 1 6.75143786 0 0 3.42571192 14 12
## 239 1 8.86791436 0 7 3.42571192 15 12
## 240 1 -16.86400586 0 3 3.42571192 16 12
## 241 1 4.23624789 0 2 3.42571192 17 12
## 242 1 -12.17452046 0 -5 3.42571192 18 12
## 243 1 -10.85263736 0 -7 3.42571192 19 12
## 244 1 -17.72570017 0 1 3.42571192 20 12
## 245 1 -3.56255427 0 -2 3.42571192 21 12
## 246 1 11.60091023 0 6 3.42571192 22 12
## 247 1 -36.14552014 0 -5 3.42571192 23 12
## 248 1 -8.18804827 0 -1 5.07029331 1 13
## 249 1 -12.42798401 0 7 5.07029331 2 13
## 250 1 34.87669468 0 -6 5.07029331 3 13
## 251 1 -6.57523848 0 -1 5.07029331 4 13
## 252 1 -4.52090600 0 -5 5.07029331 5 13
## 253 1 -33.39338168 0 1 5.07029331 6 13
## 254 1 -9.02050719 0 -1 5.07029331 7 13
## 255 1 -15.90369024 0 3 5.07029331 8 13
## 256 1 7.17686682 0 0 5.07029331 9 13
## 257 1 7.19004812 0 -2 5.07029331 10 13
## 258 1 19.45590973 0 1 5.07029331 11 13
## 259 1 -20.45921814 0 -4 5.07029331 12 13
## 260 1 -7.58313670 0 2 5.07029331 13 13
## 261 1 -24.03713466 0 -4 5.07029331 14 13
## 262 1 -21.24649560 0 -1 5.07029331 15 13
## 263 1 18.36090021 0 -1 5.07029331 16 13
## 264 1 17.19935116 0 1 5.07029331 17 13
## 265 1 -13.80190153 0 6 5.07029331 18 13
## 266 1 18.34885258 0 -1 5.07029331 19 13
## 267 1 2.15659849 0 -5 5.07029331 20 13
## 268 1 5.10908727 0 -6 6.56670892 1 14
## 269 1 -11.84116244 0 3 6.56670892 2 14
## 270 1 16.12156679 0 -5 6.56670892 3 14
## 271 1 12.03062336 0 -4 6.56670892 4 14
## 272 1 23.32790903 0 -5 6.56670892 5 14
## 273 1 -1.36118342 0 -7 6.56670892 6 14
## 274 1 -6.36689745 0 4 6.56670892 7 14
## 275 1 -7.90053389 0 -7 6.56670892 8 14
## 276 1 0.59999685 0 5 6.56670892 9 14
## 277 1 -16.01946510 0 6 6.56670892 10 14
## 278 1 24.08667448 0 2 6.56670892 11 14
## 279 1 -4.91718014 0 1 6.56670892 12 14
## 280 1 -3.08910107 0 -4 6.56670892 13 14
## 281 1 37.99066533 0 1 6.56670892 14 14
## 282 1 -9.67960527 0 7 6.56670892 15 14
## 283 1 14.65118028 0 -3 6.56670892 16 14
## 284 1 14.89526112 0 -3 3.54013721 1 15
## 285 1 -15.50012697 0 5 3.54013721 2 15
## 286 1 -12.29217790 0 -5 3.54013721 3 15
## 287 1 0.30810656 0 7 3.54013721 4 15
## 288 1 -1.45423600 0 -3 3.54013721 5 15
## 289 1 38.13772070 0 -5 3.54013721 6 15
## 290 1 -32.84470009 0 -7 3.54013721 7 15
## 291 1 -16.31705414 0 -7 3.54013721 8 15
## 292 1 -25.73912233 0 5 3.54013721 9 15
## 293 1 17.44962160 0 -5 3.54013721 10 15
## 294 1 -36.19558989 0 -7 3.54013721 11 15
## 295 1 7.42668425 0 -3 3.54013721 12 15
## 296 1 31.16810833 0 1 3.54013721 13 15
## 297 1 -7.25114911 0 5 3.54013721 14 15
## 298 1 4.35652307 0 1 3.54013721 15 15
## 299 1 -15.16731800 0 -1 3.54013721 16 15
## 300 1 17.21302996 0 2 3.54013721 17 15
## 301 1 9.12889302 0 7 3.54013721 18 15
## 302 1 20.69398382 0 1 3.54013721 19 15
## 303 1 -4.32683782 0 -7 3.54013721 20 15
## 304 1 9.80240873 0 -3 3.54013721 21 15
## 305 1 9.52259071 0 -4 3.54013721 22 15
## 306 1 8.59643455 0 2 3.54013721 23 15
## 307 1 13.52750229 0 1 3.54013721 24 15
## 308 1 11.71340800 0 3 2.91404890 1 16
## 309 1 -26.46571571 0 -5 2.91404890 2 16
## 310 1 10.57284768 0 -2 2.91404890 3 16
## 311 1 32.91812597 0 5 2.91404890 4 16
## 312 1 4.00530930 0 6 2.91404890 5 16
## 313 1 -12.12035486 0 6 2.91404890 6 16
## 314 1 0.31172844 0 4 2.91404890 7 16
## 315 1 24.88083564 0 6 2.91404890 8 16
## 316 1 7.80603912 0 -2 2.91404890 9 16
## 317 1 32.48655618 0 -3 2.91404890 10 16
## 318 1 -22.44295280 0 6 2.91404890 11 16
## 319 1 -17.04671303 0 0 2.91404890 12 16
## 320 1 0.23507719 0 5 2.91404890 13 16
## 321 1 -9.58550000 0 -7 2.91404890 14 16
## 322 1 -42.00430199 0 -3 2.91404890 15 16
## 323 1 19.00477568 0 0 2.91404890 16 16
## 324 1 53.90032245 0 -5 2.91404890 17 16
## 325 1 -4.83416941 0 -7 2.91404890 18 16
## 326 1 -35.68301449 0 -6 2.91404890 19 16
## 327 1 -0.08100394 0 -2 2.91404890 20 16
## 328 1 4.98011953 0 -2 2.91404890 21 16
## 329 1 26.29583186 0 6 2.91404890 22 16
## 330 1 -0.84159767 0 6 2.91404890 23 16
## 331 1 21.15250035 0 -4 2.91404890 24 16
## 332 1 16.05516208 0 -7 -2.07692248 1 17
## 333 1 -16.07977378 0 3 -2.07692248 2 17
## 334 1 24.80459260 0 -6 -2.07692248 3 17
## 335 1 40.75446065 0 1 -2.07692248 4 17
## 336 1 34.84526387 0 -2 -2.07692248 5 17
## 337 1 5.55767479 0 6 -2.07692248 6 17
## 338 1 -1.62505226 0 6 -2.07692248 7 17
## 339 1 5.22566651 0 -4 -2.07692248 8 17
## 340 1 15.41361539 0 -2 -2.07692248 9 17
## 341 1 -23.52119062 0 -1 -2.07692248 10 17
## 342 1 9.67883542 0 -5 -2.07692248 11 17
## 343 1 -37.80763046 0 4 -2.07692248 12 17
## 344 1 26.19178601 0 -4 -2.07692248 13 17
## 345 1 -20.09832732 0 3 -2.07692248 14 17
## 346 1 -13.09420101 0 6 -2.07692248 15 17
## 347 1 0.79420649 0 -3 8.51956663 1 18
## 348 1 19.77553453 0 0 8.51956663 2 18
## 349 1 6.95910070 0 4 8.51956663 3 18
## 350 1 15.31769027 0 1 8.51956663 4 18
## 351 1 13.48204300 0 5 8.51956663 5 18
## 352 1 53.80766922 0 0 8.51956663 6 18
## 353 1 -13.95694089 0 -6 8.51956663 7 18
## 354 1 5.69749229 0 -3 8.51956663 8 18
## 355 1 -34.20203894 0 -6 8.51956663 9 18
## 356 1 -17.08926243 0 -4 8.51956663 10 18
## 357 1 -31.26592133 0 1 8.51956663 11 18
## 358 1 21.22335832 0 1 8.51956663 12 18
## 359 1 4.86183741 0 -6 8.51956663 13 18
## 360 1 23.09712738 0 7 8.51956663 14 18
## 361 1 -11.09116620 0 -1 8.51956663 15 18
## 362 1 -41.60872465 0 1 8.51956663 16 18
## 363 1 -25.86507547 0 -7 8.51956663 17 18
## 364 1 25.18746450 0 -6 8.51956663 18 18
## 365 1 8.82171577 0 -2 8.51956663 19 18
## 366 1 1.51503648 0 -3 8.51956663 20 18
## 367 1 11.15032276 0 -4 8.51956663 21 18
## 368 1 0.39414738 0 -7 8.51956663 22 18
## 369 1 1.66323064 0 -2 3.72705980 1 19
## 370 1 26.05804361 0 -3 3.72705980 2 19
## 371 1 8.78190532 0 0 3.72705980 3 19
## 372 1 -4.55715996 0 3 3.72705980 4 19
## 373 1 21.89920631 0 -7 3.72705980 5 19
## 374 1 17.48362411 0 6 3.72705980 6 19
## 375 1 21.91104655 0 -1 3.72705980 7 19
## 376 1 8.84349996 0 -5 3.72705980 8 19
## 377 1 5.75348249 0 2 3.72705980 9 19
## 378 1 -23.79483393 0 -7 3.72705980 10 19
## 379 1 -4.50743389 0 5 3.72705980 11 19
## 380 1 7.39459265 0 3 3.72705980 12 19
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## 1841 1 -31.77602665 1 -5 1.51667010 15 93
## 1842 1 46.80351180 1 3 -3.70293060 1 94
## 1843 1 19.60235825 1 -2 -3.70293060 2 94
## 1844 1 -16.02087329 1 -2 -3.70293060 3 94
## 1845 1 8.99974369 1 1 -3.70293060 4 94
## 1846 1 12.79600279 1 -1 -3.70293060 5 94
## 1847 1 15.21922167 1 -6 -3.70293060 6 94
## 1848 1 -30.63756880 1 7 -3.70293060 7 94
## 1849 1 10.85864951 1 5 -3.70293060 8 94
## 1850 1 2.67855261 1 7 -3.70293060 9 94
## 1851 1 3.47975960 1 7 -3.70293060 10 94
## 1852 1 15.48252852 1 -5 -3.70293060 11 94
## 1853 1 -5.11262041 1 7 -3.70293060 12 94
## 1854 1 -8.18084704 1 2 -3.70293060 13 94
## 1855 1 29.63513862 1 0 -3.70293060 14 94
## 1856 1 -7.54190742 1 -3 -3.70293060 15 94
## 1857 1 -2.81896512 1 -3 -1.60698939 1 95
## 1858 1 6.92274410 1 -2 -1.60698939 2 95
## 1859 1 -38.85610720 1 6 -1.60698939 3 95
## 1860 1 10.91683292 1 5 -1.60698939 4 95
## 1861 1 7.34083338 1 -2 -1.60698939 5 95
## 1862 1 22.81711251 1 -2 -1.60698939 6 95
## 1863 1 -17.64829294 1 -3 -1.60698939 7 95
## 1864 1 41.82265725 1 1 -1.60698939 8 95
## 1865 1 17.74434833 1 3 -1.60698939 9 95
## 1866 1 32.13654591 1 6 -1.60698939 10 95
## 1867 1 17.74482375 1 2 -1.60698939 11 95
## 1868 1 18.70270987 1 3 -1.60698939 12 95
## 1869 1 26.74875643 1 -2 -1.60698939 13 95
## 1870 1 -4.18344470 1 -5 -1.60698939 14 95
## 1871 1 -21.00211879 1 2 -1.60698939 15 95
## 1872 1 2.89313203 1 6 -1.60698939 16 95
## 1873 1 -23.34269885 1 4 -1.60698939 17 95
## 1874 1 -11.82821494 1 -2 -3.75151245 1 96
## 1875 1 -3.25585561 1 -3 -3.75151245 2 96
## 1876 1 -31.99268588 1 3 -3.75151245 3 96
## 1877 1 -29.49119850 1 5 -3.75151245 4 96
## 1878 1 19.79662545 1 7 -3.75151245 5 96
## 1879 1 11.21697107 1 -7 -3.75151245 6 96
## 1880 1 9.66864409 1 -6 -3.75151245 7 96
## 1881 1 21.73418532 1 -3 -3.75151245 8 96
## 1882 1 -0.21011952 1 5 -3.75151245 9 96
## 1883 1 11.89251107 1 -3 -3.75151245 10 96
## 1884 1 27.46808628 1 4 -3.75151245 11 96
## 1885 1 -23.88464202 1 1 -3.75151245 12 96
## 1886 1 4.71815565 1 -3 -3.75151245 13 96
## 1887 1 -14.71659218 1 6 -3.75151245 14 96
## 1888 1 12.32120270 1 6 -3.75151245 15 96
## 1889 1 -6.18343701 1 6 -3.75151245 16 96
## 1890 1 -2.08067505 1 6 -3.75151245 17 96
## 1891 1 -13.63645328 1 0 -3.75151245 18 96
## 1892 1 -16.26644159 1 6 -3.75151245 19 96
## 1893 1 -4.23877719 1 5 -3.75151245 20 96
## 1894 1 -12.35702190 1 -5 -6.31565309 1 97
## 1895 1 24.12495171 1 -7 -6.31565309 2 97
## 1896 1 27.11156886 1 -2 -6.31565309 3 97
## 1897 1 48.14808790 1 1 -6.31565309 4 97
## 1898 1 5.71416668 1 6 -6.31565309 5 97
## 1899 1 21.95427213 1 -4 -6.31565309 6 97
## 1900 1 26.86689000 1 4 -6.31565309 7 97
## 1901 1 -5.05773256 1 -2 -6.31565309 8 97
## 1902 1 -22.89239878 1 -3 -6.31565309 9 97
## 1903 1 -28.94061372 1 4 -6.31565309 10 97
## 1904 1 -0.05301625 1 -2 -6.31565309 11 97
## 1905 1 9.31525054 1 6 -6.31565309 12 97
## 1906 1 44.89191397 1 -1 -6.31565309 13 97
## 1907 1 7.90754993 1 0 -6.31565309 14 97
## 1908 1 -6.84605715 1 6 -6.31565309 15 97
## 1909 1 -5.55449579 1 2 -6.31565309 16 97
## 1910 1 5.19401274 1 -3 6.59262758 1 98
## 1911 1 -3.23709884 1 3 6.59262758 2 98
## 1912 1 -9.69855845 1 6 6.59262758 3 98
## 1913 1 -4.69038205 1 -2 6.59262758 4 98
## 1914 1 -22.08456211 1 0 6.59262758 5 98
## 1915 1 43.64716775 1 4 6.59262758 6 98
## 1916 1 -5.37164023 1 -6 6.59262758 7 98
## 1917 1 -47.47242807 1 -1 6.59262758 8 98
## 1918 1 -14.66332009 1 -6 6.59262758 9 98
## 1919 1 -2.59536997 1 1 6.59262758 10 98
## 1920 1 14.10341025 1 -7 6.59262758 11 98
## 1921 1 -18.20249591 1 -7 6.59262758 12 98
## 1922 1 30.23441599 1 -2 6.59262758 13 98
## 1923 1 11.57407492 1 -3 6.59262758 14 98
## 1924 1 14.80503191 1 5 6.59262758 15 98
## 1925 1 -2.60835595 1 -6 6.59262758 16 98
## 1926 1 -23.13837829 1 0 6.59262758 17 98
## 1927 1 39.28433637 1 7 6.59262758 18 98
## 1928 1 23.37331570 1 -7 6.59262758 19 98
## 1929 1 16.45362233 1 -3 6.59262758 20 98
## 1930 1 48.71583821 1 1 6.59262758 21 98
## 1931 1 -7.66158895 1 5 6.59262758 22 98
## 1932 1 22.43758918 1 5 6.59262758 23 98
## 1933 1 -10.24543715 1 2 6.59262758 24 98
## 1934 1 23.31371532 1 -2 -3.85342895 1 99
## 1935 1 22.01684248 1 4 -3.85342895 2 99
## 1936 1 -7.52685998 1 -4 -3.85342895 3 99
## 1937 1 -12.50405382 1 5 -3.85342895 4 99
## 1938 1 17.71736037 1 0 -3.85342895 5 99
## 1939 1 9.35598513 1 5 -3.85342895 6 99
## 1940 1 24.63831366 1 -3 -3.85342895 7 99
## 1941 1 -0.45007671 1 -1 -3.85342895 8 99
## 1942 1 -32.41506200 1 -7 -3.85342895 9 99
## 1943 1 7.64040549 1 2 -3.85342895 10 99
## 1944 1 7.23402096 1 2 -3.85342895 11 99
## 1945 1 -1.55109203 1 -2 -3.85342895 12 99
## 1946 1 48.79625145 1 2 -3.85342895 13 99
## 1947 1 -22.11323777 1 -6 -3.85342895 14 99
## 1948 1 20.49063119 1 -7 -3.85342895 15 99
## 1949 1 27.74937505 1 -1 -3.85342895 16 99
## 1950 1 3.05981049 1 4 -3.85342895 17 99
## 1951 1 -4.33634680 1 -2 -3.85342895 18 99
## 1952 1 6.36720777 1 7 -3.85342895 19 99
## 1953 1 41.57721289 1 4 0.17773000 1 100
## 1954 1 21.62138674 1 -7 0.17773000 2 100
## 1955 1 1.20123294 1 -5 0.17773000 3 100
## 1956 1 2.26600138 1 -1 0.17773000 4 100
## 1957 1 4.46282743 1 -6 0.17773000 5 100
## 1958 1 -20.57804460 1 6 0.17773000 6 100
## 1959 1 -1.79861370 1 -6 0.17773000 7 100
## 1960 1 2.66898845 1 6 0.17773000 8 100
## 1961 1 54.05436148 1 1 0.17773000 9 100
## 1962 1 16.17889711 1 1 0.17773000 10 100
## 1963 1 -12.36572171 1 2 0.17773000 11 100
## 1964 1 9.28923618 1 3 0.17773000 12 100
## 1965 1 29.22515776 1 3 0.17773000 13 100
## 1966 1 -21.05797780 1 4 0.17773000 14 100
## 1967 1 -7.14222353 1 3 0.17773000 15 100
## 1968 1 -1.56700198 1 -6 0.17773000 16 100
## 1969 1 -15.93863141 1 -4 0.17773000 17 100
## 1970 1 37.09230644 1 -4 0.17773000 18 100
## 1971 1 -50.34966243 1 0 0.17773000 19 100
## 1972 1 11.49936245 1 1 0.17773000 20 100
## 1973 1 -22.28312072 1 -5 0.17773000 21 100
## 1974 1 -29.32099504 1 6 0.17773000 22 100
## 1975 1 22.80533065 1 0 0.17773000 23 100
## 1976 1 -12.38201259 1 -6 0.57490089 1 101
## 1977 1 15.87504122 1 7 0.57490089 2 101
## 1978 1 24.23044440 1 0 0.57490089 3 101
## 1979 1 19.98139266 1 7 0.57490089 4 101
## 1980 1 13.28275371 1 -1 0.57490089 5 101
## 1981 1 4.54323006 1 7 0.57490089 6 101
## 1982 1 43.87380250 1 -4 0.57490089 7 101
## 1983 1 19.69297810 1 5 0.57490089 8 101
## 1984 1 15.29997368 1 3 0.57490089 9 101
## 1985 1 -6.31111184 1 4 0.57490089 10 101
## 1986 1 -5.23934396 1 3 0.57490089 11 101
## 1987 1 19.95646129 1 -6 0.57490089 12 101
## 1988 1 -27.18420751 1 2 0.57490089 13 101
## 1989 1 1.30417138 1 4 0.57490089 14 101
## 1990 1 -12.10398021 1 2 0.57490089 15 101
## 1991 1 20.14277283 1 4 0.57490089 16 101
## 1992 1 -3.45472503 1 5 0.57490089 17 101
## 1993 1 10.89752735 1 6 0.57490089 18 101
## 1994 1 -7.57629112 1 -2 0.57490089 19 101
## 1995 1 15.38991914 1 5 0.57490089 20 101
## 1996 1 13.13989861 1 -7 0.57490089 21 101
## 1997 1 -13.95180106 1 -6 0.86362965 1 102
## 1998 1 45.25561054 1 5 0.86362965 2 102
## 1999 1 -52.33692939 1 5 0.86362965 3 102
## 2000 1 -25.83926586 1 6 0.86362965 4 102
## 2001 1 -8.22832552 1 -4 0.86362965 5 102
## 2002 1 -11.39025253 1 -4 0.86362965 6 102
## 2003 1 -2.60774687 1 0 0.86362965 7 102
## 2004 1 -3.48940249 1 5 0.86362965 8 102
## 2005 1 6.83770288 1 -2 0.86362965 9 102
## 2006 1 9.21925931 1 6 0.86362965 10 102
## 2007 1 -5.73474892 1 -2 0.86362965 11 102
## 2008 1 19.66510545 1 -5 0.86362965 12 102
## 2009 1 14.97866942 1 -7 0.86362965 13 102
## 2010 1 -12.92892836 1 5 0.86362965 14 102
## 2011 1 6.58185182 1 2 0.86362965 15 102
## 2012 1 22.26228519 1 -5 -3.68340759 1 103
## 2013 1 -8.82083760 1 6 -3.68340759 2 103
## 2014 1 15.73805085 1 -7 -3.68340759 3 103
## 2015 1 -10.84532709 1 -5 -3.68340759 4 103
## 2016 1 -10.13125510 1 -2 -3.68340759 5 103
## 2017 1 -51.80424017 1 -6 -3.68340759 6 103
## 2018 1 -21.13301595 1 1 -3.68340759 7 103
## 2019 1 -5.61399934 1 2 -3.68340759 8 103
## 2020 1 -21.95138041 1 -4 -3.68340759 9 103
## 2021 1 9.69652390 1 -4 -3.68340759 10 103
## 2022 1 -23.45486590 1 -4 -3.68340759 11 103
## 2023 1 3.85405870 1 -2 -3.68340759 12 103
## 2024 1 -7.78046194 1 1 -3.68340759 13 103
## 2025 1 -22.73947349 1 7 -3.68340759 14 103
## 2026 1 -16.60612991 1 -3 -3.68340759 15 103
## 2027 1 -5.95090992 1 4 -3.68340759 16 103
## 2028 1 -14.46342061 1 -7 -3.68340759 17 103
## 2029 1 -18.65175213 1 2 -3.68340759 18 103
## 2030 1 4.78110479 1 1 -3.68340759 19 103
## 2031 1 -13.21388638 1 -6 0.47934234 1 104
## 2032 1 6.30088244 1 -1 0.47934234 2 104
## 2033 1 -26.50739980 1 -1 0.47934234 3 104
## 2034 1 50.74960320 1 -6 0.47934234 4 104
## 2035 1 6.50580470 1 5 0.47934234 5 104
## 2036 1 -42.49979738 1 0 0.47934234 6 104
## 2037 1 -7.72101491 1 6 0.47934234 7 104
## 2038 1 10.98868914 1 7 0.47934234 8 104
## 2039 1 -16.26803829 1 -2 0.47934234 9 104
## 2040 1 -0.33074088 1 4 0.47934234 10 104
## 2041 1 -29.80542587 1 -3 0.47934234 11 104
## 2042 1 20.73007657 1 1 0.47934234 12 104
## 2043 1 11.76505863 1 1 0.47934234 13 104
## 2044 1 10.08727663 1 -7 0.47934234 14 104
## 2045 1 -13.42521175 1 -2 0.47934234 15 104
## 2046 1 11.67262264 1 -7 0.47934234 16 104
## 2047 1 -4.03220008 1 -5 0.47934234 17 104
## 2048 1 -11.66295666 1 4 0.47934234 18 104
## 2049 1 15.75917723 1 0 0.47934234 19 104
## 2050 1 3.33884251 1 1 0.47934234 20 104
## 2051 1 14.20143989 1 5 0.47934234 21 104
## 2052 1 -4.57546489 1 0 0.47934234 22 104
## 2053 1 10.37007739 1 4 4.91965528 1 105
## 2054 1 -2.83739705 1 0 4.91965528 2 105
## 2055 1 -20.35257954 1 7 4.91965528 3 105
## 2056 1 -23.63082118 1 -6 4.91965528 4 105
## 2057 1 7.32157426 1 0 4.91965528 5 105
## 2058 1 35.90440936 1 -7 4.91965528 6 105
## 2059 1 -35.87279726 1 5 4.91965528 7 105
## 2060 1 25.84888346 1 4 4.91965528 8 105
## 2061 1 20.69280169 1 -5 4.91965528 9 105
## 2062 1 -6.74065346 1 6 4.91965528 10 105
## 2063 1 27.19554428 1 -7 4.91965528 11 105
## 2064 1 -49.31751504 1 -6 4.91965528 12 105
## 2065 1 -1.69942748 1 -3 4.91965528 13 105
## 2066 1 -10.55165772 1 3 4.91965528 14 105
## 2067 1 20.94805558 1 3 4.91965528 15 105
## 2068 1 -7.34375919 1 4 4.91965528 16 105
## 2069 1 -9.69045094 1 -4 4.91965528 17 105
## 2070 1 -8.11227312 1 5 4.91965528 18 105
## 2071 1 -16.87690524 1 -1 4.91965528 19 105
## 2072 1 -2.87396392 1 6 4.91965528 20 105
## 2073 1 -22.02377868 1 7 4.91965528 21 105
## 2074 1 -32.17074754 1 2 4.91965528 22 105
## 2075 1 -10.62579966 1 -1 4.17546118 1 106
## 2076 1 30.83277245 1 -5 4.17546118 2 106
## 2077 1 1.25799538 1 -2 4.17546118 3 106
## 2078 1 17.94227233 1 2 4.17546118 4 106
## 2079 1 10.69663891 1 -7 4.17546118 5 106
## 2080 1 -1.30134509 1 0 4.17546118 6 106
## 2081 1 -40.07024795 1 -1 4.17546118 7 106
## 2082 1 -8.34763337 1 -5 4.17546118 8 106
## 2083 1 10.48330863 1 -4 4.17546118 9 106
## 2084 1 -20.62540110 1 -5 4.17546118 10 106
## 2085 1 23.07787445 1 -3 4.17546118 11 106
## 2086 1 -19.37548290 1 2 4.17546118 12 106
## 2087 1 -7.51666205 1 -7 4.17546118 13 106
## 2088 1 -28.58014675 1 -4 4.17546118 14 106
## 2089 1 3.06958099 1 -7 4.17546118 15 106
## 2090 1 25.05890300 1 6 4.17546118 16 106
## 2091 1 9.17215057 1 -2 4.17546118 17 106
## 2092 1 6.83258667 1 1 4.17546118 18 106
## 2093 1 29.57316964 1 -5 4.17546118 19 106
## 2094 1 -36.59698460 1 1 4.17546118 20 106
## 2095 1 25.99523347 1 3 4.17546118 21 106
## 2096 1 -3.81631909 1 -1 4.17546118 22 106
## 2097 1 23.31915554 1 7 4.17546118 23 106
## 2098 1 5.95450697 1 -4 4.17546118 24 106
## 2099 1 -16.65868371 1 7 4.17546118 25 106
## 2100 1 -6.02839085 1 3 0.03346660 1 107
## 2101 1 -50.84695362 1 3 0.03346660 2 107
## 2102 1 -26.10713015 1 -7 0.03346660 3 107
## 2103 1 -3.04366144 1 0 0.03346660 4 107
## 2104 1 13.17825413 1 -1 0.03346660 5 107
## 2105 1 -3.95223649 1 -6 0.03346660 6 107
## 2106 1 -13.96398042 1 -7 0.03346660 7 107
## 2107 1 -13.62603834 1 -4 0.03346660 8 107
## 2108 1 -3.82375385 1 -4 0.03346660 9 107
## 2109 1 -21.28955183 1 7 0.03346660 10 107
## 2110 1 6.41821806 1 -5 0.03346660 11 107
## 2111 1 6.08677261 1 -1 0.03346660 12 107
## 2112 1 19.47924099 1 6 0.03346660 13 107
## 2113 1 -4.63616251 1 0 0.03346660 14 107
## 2114 1 5.43615785 1 7 0.03346660 15 107
## 2115 1 -18.39534941 1 -2 0.03346660 16 107
## 2116 1 -17.48750278 1 -5 0.03346660 17 107
## 2117 1 -15.85254852 1 2 0.03346660 18 107
## 2118 1 51.18092064 1 -1 0.03346660 19 107
## 2119 1 0.65683920 1 1 0.03346660 20 107
## 2120 1 -9.42939184 1 3 0.03346660 21 107
## 2121 1 -16.56103123 1 2 0.03346660 22 107
## 2122 1 15.68587690 1 1 0.03346660 23 107
## 2123 1 -9.46032719 1 4 0.03346660 24 107
## 2124 1 10.87275552 1 5 5.86548447 1 108
## 2125 1 -0.34773747 1 -6 5.86548447 2 108
## 2126 1 -19.29178797 1 -6 5.86548447 3 108
## 2127 1 34.31042843 1 -2 5.86548447 4 108
## 2128 1 17.82566161 1 3 5.86548447 5 108
## 2129 1 -5.51963561 1 -5 5.86548447 6 108
## 2130 1 -7.59832900 1 -2 5.86548447 7 108
## 2131 1 -23.99482650 1 -3 5.86548447 8 108
## 2132 1 -18.73179188 1 2 5.86548447 9 108
## 2133 1 22.02924519 1 2 5.86548447 10 108
## 2134 1 -13.43808311 1 -5 5.86548447 11 108
## 2135 1 26.81972458 1 4 5.86548447 12 108
## 2136 1 -16.12981827 1 -6 5.86548447 13 108
## 2137 1 -7.82638848 1 1 5.86548447 14 108
## 2138 1 -31.70713531 1 -1 5.86548447 15 108
## 2139 1 -51.74514383 1 2 5.86548447 16 108
## 2140 1 8.25254908 1 7 -5.27235118 1 109
## 2141 1 -0.28986140 1 7 -5.27235118 2 109
## 2142 1 39.86954215 1 1 -5.27235118 3 109
## 2143 1 27.05390196 1 -7 -5.27235118 4 109
## 2144 1 3.36659116 1 4 -5.27235118 5 109
## 2145 1 12.35321644 1 2 -5.27235118 6 109
## 2146 1 -3.75592040 1 -3 -5.27235118 7 109
## 2147 1 -17.00269843 1 5 -5.27235118 8 109
## 2148 1 0.45838065 1 -1 -5.27235118 9 109
## 2149 1 -16.17780696 1 -6 -5.27235118 10 109
## 2150 1 -11.43725985 1 -1 -5.27235118 11 109
## 2151 1 10.19708079 1 -4 -5.27235118 12 109
## 2152 1 -24.17618009 1 -4 -5.27235118 13 109
## 2153 1 -0.90133237 1 7 -5.27235118 14 109
## 2154 1 15.65631598 1 3 -5.27235118 15 109
## 2155 1 18.46079454 1 6 -5.27235118 16 109
## 2156 1 -7.92179120 1 6 -5.27235118 17 109
## 2157 1 20.31650473 1 -5 -5.27235118 18 109
## 2158 1 -9.61872222 1 -5 -5.27235118 19 109
## 2159 1 11.26372048 1 2 -5.27235118 20 109
## 2160 1 34.67963796 1 -3 -5.27235118 21 109
## 2161 1 -14.55745443 1 -5 -5.27235118 22 109
## 2162 1 -7.45909530 1 0 -7.98248596 1 110
## 2163 1 5.32697905 1 7 -7.98248596 2 110
## 2164 1 7.29949764 1 2 -7.98248596 3 110
## 2165 1 30.56066204 1 -7 -7.98248596 4 110
## 2166 1 4.56012807 1 -7 -7.98248596 5 110
## 2167 1 -21.80856102 1 7 -7.98248596 6 110
## 2168 1 12.10726455 1 -5 -7.98248596 7 110
## 2169 1 7.03932763 1 -6 -7.98248596 8 110
## 2170 1 -46.86506630 1 3 -7.98248596 9 110
## 2171 1 25.70874319 1 -6 -7.98248596 10 110
## 2172 1 5.73363141 1 1 -7.98248596 11 110
## 2173 1 -8.80314199 1 7 -7.98248596 12 110
## 2174 1 8.72594786 1 -3 -7.98248596 13 110
## 2175 1 4.04676348 1 7 -7.98248596 14 110
## 2176 1 10.98749481 1 2 -7.98248596 15 110
## 2177 1 -22.95618698 1 -7 -7.98248596 16 110
## 2178 1 7.17864853 1 5 -7.98248596 17 110
## 2179 1 55.16635882 1 -5 -7.98248596 18 110
## 2180 1 -17.78470889 1 3 7.98400538 1 111
## 2181 1 4.02768326 1 -4 7.98400538 2 111
## 2182 1 -24.59136513 1 1 7.98400538 3 111
## 2183 1 13.37378533 1 -4 7.98400538 4 111
## 2184 1 -19.50660218 1 7 7.98400538 5 111
## 2185 1 -6.17516498 1 -6 7.98400538 6 111
## 2186 1 -9.41854346 1 -5 7.98400538 7 111
## 2187 1 -1.50508737 1 5 7.98400538 8 111
## 2188 1 -8.98510209 1 1 7.98400538 9 111
## 2189 1 31.64862483 1 -5 7.98400538 10 111
## 2190 1 18.00849757 1 2 7.98400538 11 111
## 2191 1 11.89427614 1 -5 7.98400538 12 111
## 2192 1 34.44795143 1 6 7.98400538 13 111
## 2193 1 46.41129434 1 -4 7.98400538 14 111
## 2194 1 33.35265726 1 -5 7.98400538 15 111
## 2195 1 17.74922209 1 -4 7.98400538 16 111
## 2196 1 8.70375157 1 7 7.98400538 17 111
## 2197 1 -20.36487009 1 0 7.98400538 18 111
## 2198 1 -32.36888490 1 -7 7.98400538 19 111
## 2199 1 -27.46163350 1 5 7.98400538 20 111
## 2200 1 -8.65201794 1 2 7.98400538 21 111
## 2201 1 54.90016355 1 -4 7.98400538 22 111
## 2202 1 -48.94706909 1 -6 7.98400538 23 111
## 2203 1 -28.36335533 1 4 7.98400538 24 111
## 2204 1 -21.92457242 1 5 -4.99767990 1 112
## 2205 1 -0.08785455 1 -7 -4.99767990 2 112
## 2206 1 30.39117185 1 0 -4.99767990 3 112
## 2207 1 -0.16292974 1 5 -4.99767990 4 112
## 2208 1 -26.20947642 1 -2 -4.99767990 5 112
## 2209 1 -30.79648094 1 -6 -4.99767990 6 112
## 2210 1 27.68908703 1 -5 -4.99767990 7 112
## 2211 1 10.21398184 1 -1 -4.99767990 8 112
## 2212 1 16.21028823 1 1 -4.99767990 9 112
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## 2947 1 5.17832122 1 0 -0.50124571 8 148
## 2948 1 -22.85114119 1 4 -0.50124571 9 148
## 2949 1 -5.13629198 1 -4 -0.50124571 10 148
## 2950 1 -34.45237320 1 3 -0.50124571 11 148
## 2951 1 -16.30664616 1 6 -0.50124571 12 148
## 2952 1 -4.04958176 1 -7 -0.50124571 13 148
## 2953 1 -21.86028311 1 6 -0.50124571 14 148
## 2954 1 -5.52039462 1 3 -0.50124571 15 148
## 2955 1 -7.04612484 1 7 -0.50124571 16 148
## 2956 1 16.77264250 1 7 -0.50124571 17 148
## 2957 1 25.63418808 1 -4 -0.50124571 18 148
## 2958 1 11.94137707 1 -1 3.79395137 1 149
## 2959 1 -3.34589590 1 3 3.79395137 2 149
## 2960 1 -21.06602558 1 -2 3.79395137 3 149
## 2961 1 -20.06766046 1 6 3.79395137 4 149
## 2962 1 8.63584159 1 -6 3.79395137 5 149
## 2963 1 13.09449516 1 2 3.79395137 6 149
## 2964 1 27.07729387 1 -4 3.79395137 7 149
## 2965 1 9.80771144 1 -7 3.79395137 8 149
## 2966 1 11.57915725 1 2 3.79395137 9 149
## 2967 1 -23.27025449 1 1 3.79395137 10 149
## 2968 1 13.96043669 1 3 3.79395137 11 149
## 2969 1 -21.71832546 1 1 3.79395137 12 149
## 2970 1 12.36290395 1 -2 3.79395137 13 149
## 2971 1 23.05840736 1 2 3.79395137 14 149
## 2972 1 -3.28776289 1 -6 3.79395137 15 149
## 2973 1 -0.39688446 1 -6 3.79395137 16 149
## 2974 1 -12.23963266 1 -3 3.79395137 17 149
## 2975 1 -10.40530705 1 4 3.79395137 18 149
## 2976 1 5.64627807 1 0 3.79395137 19 149
## 2977 1 11.70524084 1 2 3.79395137 20 149
## 2978 1 14.77218446 1 3 3.79395137 21 149
## 2979 1 -24.57974822 1 -2 3.79395137 22 149
## 2980 1 12.96244706 1 3 3.79395137 23 149
## 2981 1 -6.62478683 1 -6 3.79395137 24 149
## 2982 1 -17.05698053 1 1 3.79395137 25 149
## 2983 1 2.50794886 1 1 1.61934623 1 150
## 2984 1 18.47459257 1 -6 1.61934623 2 150
## 2985 1 7.07364078 1 5 1.61934623 3 150
## 2986 1 3.40245122 1 -1 1.61934623 4 150
## 2987 1 -5.73597403 1 -1 1.61934623 5 150
## 2988 1 25.80895629 1 1 1.61934623 6 150
## 2989 1 5.57646537 1 5 1.61934623 7 150
## 2990 1 22.28842471 1 -7 1.61934623 8 150
## 2991 1 -11.93514038 1 -5 1.61934623 9 150
## 2992 1 -48.92161005 1 1 1.61934623 10 150
## 2993 1 3.75064763 1 5 1.61934623 11 150
## 2994 1 3.75347657 1 -3 1.61934623 12 150
## 2995 1 28.42790617 1 -5 1.61934623 13 150
## 2996 1 -9.04623492 1 -7 1.61934623 14 150
## 2997 1 19.75518846 1 -6 1.61934623 15 150
## 2998 1 24.00896834 1 4 1.61934623 16 150
## 2999 1 -4.59706877 1 4 1.61934623 17 150
## 3000 1 1.52237183 1 -7 1.61934623 18 150
## 3001 1 10.81370137 1 -4 1.61934623 19 150
## 3002 1 -6.02202278 1 2 1.61934623 20 150
## 3003 1 -19.81291158 1 5 1.61934623 21 150
## 3004 1 10.84786169 1 -2 1.61934623 22 150
## 3005 1 -24.41914337 1 -4 1.61934623 23 150
## 3006 1 5.17476061 1 2 1.61934623 24 150
## 3007 1 40.55084326 1 0 1.61934623 25 150
## district error int_classroom int_district fixed_outcome
## 1 1 1.696080888 2.06054550 1.2371836 67.98154
## 2 1 2.058340492 2.06054550 1.2371836 51.47349
## 3 1 -0.646045854 2.06054550 1.2371836 62.78615
## 4 1 1.502743607 2.06054550 1.2371836 48.02940
## 5 1 3.469498748 2.06054550 1.2371836 46.20621
## 6 1 0.862739135 2.06054550 1.2371836 70.95996
## 7 1 2.617139996 2.06054550 1.2371836 66.91391
## 8 1 -4.864659895 2.06054550 1.2371836 50.23183
## 9 1 0.665278006 2.06054550 1.2371836 57.46284
## 10 1 -6.293796476 2.06054550 1.2371836 58.15025
## 11 1 -3.110153235 2.06054550 1.2371836 60.85957
## 12 1 -4.897540505 2.06054550 1.2371836 50.14789
## 13 1 1.023482556 2.06054550 1.2371836 70.39942
## 14 1 -1.156966811 2.06054550 1.2371836 46.79621
## 15 1 -4.509320660 2.06054550 1.2371836 49.76213
## 16 1 -1.871650709 2.06054550 1.2371836 59.17837
## 17 1 -0.986335153 2.06054550 1.2371836 41.67795
## 18 1 7.471145573 4.22667333 1.2371836 47.87520
## 19 1 -2.366482173 4.22667333 1.2371836 71.50850
## 20 1 1.603773753 4.22667333 1.2371836 49.54373
## 21 1 5.087873433 4.22667333 1.2371836 44.66030
## 22 1 -3.036058477 4.22667333 1.2371836 51.53321
## 23 1 -3.563637401 4.22667333 1.2371836 47.69956
## 24 1 3.898300293 4.22667333 1.2371836 56.62906
## 25 1 -0.385233328 4.22667333 1.2371836 29.17661
## 26 1 -0.960622588 4.22667333 1.2371836 56.54743
## 27 1 -1.143501653 4.22667333 1.2371836 55.03151
## 28 1 -0.418029336 4.22667333 1.2371836 48.79491
## 29 1 0.686592354 4.22667333 1.2371836 38.25052
## 30 1 0.958200344 4.22667333 1.2371836 52.82173
## 31 1 -4.810399285 4.22667333 1.2371836 54.77092
## 32 1 1.786210578 4.22667333 1.2371836 50.14756
## 33 1 0.199017194 4.22667333 1.2371836 49.18860
## 34 1 -3.488287992 4.22667333 1.2371836 56.07549
## 35 1 1.756217133 4.22667333 1.2371836 44.03197
## 36 1 -3.807455690 1.50431883 1.2371836 46.43465
## 37 1 1.187484882 1.50431883 1.2371836 45.71827
## 38 1 -0.584313647 1.50431883 1.2371836 54.74423
## 39 1 2.975224174 1.50431883 1.2371836 53.82377
## 40 1 0.818566335 1.50431883 1.2371836 45.08192
## 41 1 0.450750027 1.50431883 1.2371836 64.18642
## 42 1 0.170659743 1.50431883 1.2371836 58.78795
## 43 1 4.390681832 1.50431883 1.2371836 58.41497
## 44 1 0.552658533 1.50431883 1.2371836 60.46740
## 45 1 2.258504066 1.50431883 1.2371836 59.26593
## 46 1 0.206036164 1.50431883 1.2371836 58.08135
## 47 1 -0.959180334 1.50431883 1.2371836 43.36454
## 48 1 -6.934848093 1.50431883 1.2371836 71.07091
## 49 1 5.333312215 1.50431883 1.2371836 62.02665
## 50 1 0.593102793 1.50431883 1.2371836 41.87170
## 51 1 -1.084609383 1.50431883 1.2371836 44.60978
## 52 1 -0.544282516 1.50431883 1.2371836 56.67534
## 53 1 1.360576259 1.50431883 1.2371836 53.94409
## 54 1 2.412892783 1.50431883 1.2371836 49.50234
## 55 1 -2.018296260 1.50431883 1.2371836 51.76530
## 56 1 1.438406314 1.50431883 1.2371836 75.19344
## 57 1 -4.294837512 1.50431883 1.2371836 52.77687
## 58 1 -0.195529946 -0.90331406 1.2371836 56.39844
## 59 1 2.581116508 -0.90331406 1.2371836 51.56022
## 60 1 -1.408735365 -0.90331406 1.2371836 57.43164
## 61 1 -3.112769975 -0.90331406 1.2371836 63.09962
## 62 1 2.137321327 -0.90331406 1.2371836 53.46603
## 63 1 -4.161227726 -0.90331406 1.2371836 54.85363
## 64 1 -3.766421074 -0.90331406 1.2371836 60.78798
## 65 1 5.216326075 -0.90331406 1.2371836 47.26463
## 66 1 3.480959909 -0.90331406 1.2371836 61.20411
## 67 1 0.171044382 -0.90331406 1.2371836 46.05972
## 68 1 -0.581895348 -0.90331406 1.2371836 41.34940
## 69 1 -0.215017213 -0.90331406 1.2371836 42.07618
## 70 1 1.862598386 -0.90331406 1.2371836 59.22190
## 71 1 -2.451510575 -0.90331406 1.2371836 57.61376
## 72 1 -2.117339931 -0.90331406 1.2371836 56.02593
## 73 1 -4.421137558 -0.90331406 1.2371836 52.34024
## 74 1 4.968030253 -0.94824497 1.2371836 55.28153
## 75 1 -2.834325699 -0.94824497 1.2371836 48.23480
## 76 1 -0.318511670 -0.94824497 1.2371836 58.46614
## 77 1 -1.031595379 -0.94824497 1.2371836 37.57793
## 78 1 -2.156729330 -0.94824497 1.2371836 41.85921
## 79 1 -1.607913610 -0.94824497 1.2371836 49.76244
## 80 1 -3.522671534 -0.94824497 1.2371836 63.99460
## 81 1 2.065241744 -0.94824497 1.2371836 44.81097
## 82 1 8.126831904 -0.94824497 1.2371836 63.37611
## 83 1 -3.031481071 -0.94824497 1.2371836 39.65577
## 84 1 1.508296123 -0.94824497 1.2371836 52.02669
## 85 1 0.907255411 -0.94824497 1.2371836 50.76475
## 86 1 1.243541179 -0.94824497 1.2371836 46.25842
## 87 1 3.550139499 -0.94824497 1.2371836 78.17784
## 88 1 1.411150301 -0.94824497 1.2371836 61.35690
## 89 1 -2.585719068 -0.94824497 1.2371836 32.19150
## 90 1 -3.464701804 -0.94824497 1.2371836 41.16966
## 91 1 -3.843520378 -0.94824497 1.2371836 57.32268
## 92 1 -1.330747044 -0.94824497 1.2371836 48.21682
## 93 1 0.633801261 -0.94824497 1.2371836 51.74056
## 94 1 1.551178209 -0.94824497 1.2371836 57.65688
## 95 1 -5.761619378 1.02531702 1.2371836 44.25967
## 96 1 -0.903564404 1.02531702 1.2371836 42.99406
## 97 1 -3.759340009 1.02531702 1.2371836 61.00573
## 98 1 -1.105659318 1.02531702 1.2371836 60.14316
## 99 1 3.953636045 1.02531702 1.2371836 54.44677
## 100 1 2.914374045 1.02531702 1.2371836 43.08007
## 101 1 -0.377898517 1.02531702 1.2371836 56.43938
## 102 1 3.013710303 1.02531702 1.2371836 43.53609
## 103 1 -2.776016834 1.02531702 1.2371836 53.64797
## 104 1 -1.248661942 1.02531702 1.2371836 57.96277
## 105 1 0.483597624 1.02531702 1.2371836 43.70059
## 106 1 -3.762374320 1.02531702 1.2371836 44.31783
## 107 1 1.725287878 1.02531702 1.2371836 54.88386
## 108 1 4.944455810 1.02531702 1.2371836 46.04348
## 109 1 7.014622316 1.02531702 1.2371836 46.38753
## 110 1 -3.276431235 1.02531702 1.2371836 66.04882
## 111 1 0.766813693 1.02531702 1.2371836 52.11037
## 112 1 -0.091707347 1.02531702 1.2371836 34.73588
## 113 1 -2.390402969 1.02531702 1.2371836 54.08242
## 114 1 -2.045014204 1.02531702 1.2371836 66.30703
## 115 1 8.122629622 1.02531702 1.2371836 67.48256
## 116 1 -0.424691058 1.02531702 1.2371836 47.45060
## 117 1 7.877224163 1.02531702 1.2371836 39.08275
## 118 1 1.672887635 1.02531702 1.2371836 34.27008
## 119 1 3.070417835 -0.16096231 1.2371836 49.22855
## 120 1 0.236949712 -0.16096231 1.2371836 44.97650
## 121 1 0.059819570 -0.16096231 1.2371836 41.56574
## 122 1 -4.229246044 -0.16096231 1.2371836 59.79925
## 123 1 -1.003274175 -0.16096231 1.2371836 43.39537
## 124 1 -1.421788754 -0.16096231 1.2371836 44.66996
## 125 1 1.620759620 -0.16096231 1.2371836 61.24536
## 126 1 1.870961536 -0.16096231 1.2371836 66.98175
## 127 1 2.195394040 -0.16096231 1.2371836 47.97348
## 128 1 2.294094552 -0.16096231 1.2371836 51.59341
## 129 1 5.693266696 -0.16096231 1.2371836 45.47911
## 130 1 4.687987274 -0.16096231 1.2371836 41.16971
## 131 1 2.978129050 -0.16096231 1.2371836 43.07905
## 132 1 -2.012121150 -0.16096231 1.2371836 57.76961
## 133 1 -1.055296724 -0.16096231 1.2371836 55.57922
## 134 1 7.041687735 -0.16096231 1.2371836 46.62534
## 135 1 4.267565627 -0.16096231 1.2371836 66.27683
## 136 1 -2.373144010 -0.16096231 1.2371836 60.32061
## 137 1 -1.268178582 -0.16096231 1.2371836 36.69311
## 138 1 0.827086308 -0.16096231 1.2371836 57.60482
## 139 1 0.994685468 -0.16096231 1.2371836 48.38072
## 140 1 1.587780493 -0.16096231 1.2371836 62.10927
## 141 1 -0.947978259 -0.16096231 1.2371836 35.26465
## 142 1 4.539149739 -0.16096231 1.2371836 41.29299
## 143 1 0.433385011 -0.16096231 1.2371836 57.35111
## 144 1 -1.149122387 -5.80627336 1.2371836 66.06924
## 145 1 -0.069842973 -5.80627336 1.2371836 67.90158
## 146 1 -4.166932264 -5.80627336 1.2371836 52.40519
## 147 1 2.403048662 -5.80627336 1.2371836 52.87712
## 148 1 -9.463498776 -5.80627336 1.2371836 50.86601
## 149 1 9.401595739 -5.80627336 1.2371836 51.53992
## 150 1 1.409507560 -5.80627336 1.2371836 60.27538
## 151 1 1.358425567 -5.80627336 1.2371836 55.82068
## 152 1 0.482001054 -5.80627336 1.2371836 50.81299
## 153 1 0.255691826 -5.80627336 1.2371836 53.85014
## 154 1 2.738147896 -5.80627336 1.2371836 47.39252
## 155 1 -2.665401896 -5.80627336 1.2371836 65.52089
## 156 1 -3.321383386 -5.80627336 1.2371836 54.18557
## 157 1 0.450259697 -5.80627336 1.2371836 49.73075
## 158 1 0.834118509 -5.80627336 1.2371836 55.76967
## 159 1 3.407636733 -5.80627336 1.2371836 58.08781
## 160 1 3.445177385 -5.80627336 1.2371836 65.03036
## 161 1 -8.249654672 -5.80627336 1.2371836 71.56806
## 162 1 3.197161006 -5.80627336 1.2371836 77.86345
## 163 1 0.518607241 -5.80627336 1.2371836 68.53350
## 164 1 -0.524945470 -5.80627336 1.2371836 46.11280
## 165 1 -3.932910258 -5.80627336 1.2371836 52.51360
## 166 1 -3.114793800 0.98580107 1.2371836 56.19684
## 167 1 -2.846612554 0.98580107 1.2371836 61.94404
## 168 1 -1.145263931 0.98580107 1.2371836 54.99449
## 169 1 1.062197311 0.98580107 1.2371836 45.18951
## 170 1 4.149647502 0.98580107 1.2371836 52.31224
## 171 1 0.275800412 0.98580107 1.2371836 72.74918
## 172 1 -0.360016172 0.98580107 1.2371836 73.10134
## 173 1 1.711209871 0.98580107 1.2371836 50.14089
## 174 1 2.934707583 0.98580107 1.2371836 45.75503
## 175 1 1.217042507 0.98580107 1.2371836 60.32323
## 176 1 0.799957634 0.98580107 1.2371836 58.72809
## 177 1 -1.005224496 0.98580107 1.2371836 38.23412
## 178 1 0.096774036 0.98580107 1.2371836 66.26278
## 179 1 1.275304798 0.98580107 1.2371836 56.08202
## 180 1 -1.262027153 0.98580107 1.2371836 54.74924
## 181 1 2.988621979 0.98580107 1.2371836 62.60862
## 182 1 1.100998583 0.98580107 1.2371836 62.20860
## 183 1 -4.371335299 0.98580107 1.2371836 61.23250
## 184 1 -0.034229629 0.98580107 1.2371836 38.48223
## 185 1 -1.435299397 0.98580107 1.2371836 52.29054
## 186 1 2.137328111 0.98580107 1.2371836 64.31306
## 187 1 3.500700956 0.98580107 1.2371836 68.44117
## 188 1 -1.961136995 -2.34276524 1.2371836 36.96158
## 189 1 1.352350511 -2.34276524 1.2371836 49.41184
## 190 1 3.767691561 -2.34276524 1.2371836 32.68012
## 191 1 1.770032944 -2.34276524 1.2371836 45.67734
## 192 1 1.239254585 -2.34276524 1.2371836 55.29010
## 193 1 4.668752482 -2.34276524 1.2371836 37.36539
## 194 1 -2.014296989 -2.34276524 1.2371836 47.39259
## 195 1 -0.443912655 -2.34276524 1.2371836 58.75620
## 196 1 -1.347841412 -2.34276524 1.2371836 47.91149
## 197 1 2.085870171 -2.34276524 1.2371836 60.65861
## 198 1 5.291898759 -2.34276524 1.2371836 44.31935
## 199 1 -3.721692286 -2.34276524 1.2371836 56.14985
## 200 1 1.468410357 -2.34276524 1.2371836 43.49427
## 201 1 -1.847351979 -2.34276524 1.2371836 40.27319
## 202 1 -2.885803468 -2.34276524 1.2371836 44.64464
## 203 2 -0.233001804 -1.40578869 0.9168016 42.88920
## 204 2 2.227430328 -1.40578869 0.9168016 59.42191
## 205 2 0.892150471 -1.40578869 0.9168016 53.15866
## 206 2 0.865802301 -1.40578869 0.9168016 60.31978
## 207 2 2.734522520 -1.40578869 0.9168016 53.61366
## 208 2 3.950088808 -1.40578869 0.9168016 61.80139
## 209 2 -5.683453711 -1.40578869 0.9168016 66.93427
## 210 2 4.211682716 -1.40578869 0.9168016 53.80982
## 211 2 1.735140978 -1.40578869 0.9168016 37.76457
## 212 2 -5.597840768 -1.40578869 0.9168016 42.01061
## 213 2 4.961339121 -1.40578869 0.9168016 45.33002
## 214 2 -1.792977627 -1.40578869 0.9168016 45.72436
## 215 2 5.017273305 -1.40578869 0.9168016 39.67505
## 216 2 0.874615598 -1.40578869 0.9168016 42.61816
## 217 2 0.591613758 -1.40578869 0.9168016 52.81637
## 218 2 2.073712072 -1.40578869 0.9168016 55.36277
## 219 2 5.066628102 -1.40578869 0.9168016 42.93437
## 220 2 -1.029967094 -1.40578869 0.9168016 52.56276
## 221 2 1.051431815 -1.40578869 0.9168016 37.66516
## 222 2 0.934192122 -1.40578869 0.9168016 58.80728
## 223 2 1.655045412 -1.40578869 0.9168016 57.01031
## 224 2 2.660950656 -1.40578869 0.9168016 68.16707
## 225 2 3.470030660 1.70019425 0.9168016 49.04402
## 226 2 7.988608315 1.70019425 0.9168016 51.20793
## 227 2 2.346400626 1.70019425 0.9168016 38.11718
## 228 2 0.410683640 1.70019425 0.9168016 53.57011
## 229 2 0.742102493 1.70019425 0.9168016 55.92912
## 230 2 -0.294508408 1.70019425 0.9168016 55.18705
## 231 2 2.362737606 1.70019425 0.9168016 55.60849
## 232 2 -2.867583019 1.70019425 0.9168016 51.27471
## 233 2 2.227642234 1.70019425 0.9168016 53.22999
## 234 2 2.176200792 1.70019425 0.9168016 51.66975
## 235 2 -2.913410152 1.70019425 0.9168016 55.94422
## 236 2 5.684000607 1.70019425 0.9168016 54.22479
## 237 2 0.258795285 1.70019425 0.9168016 61.22707
## 238 2 0.294743807 1.70019425 0.9168016 53.55700
## 239 2 0.554673886 1.70019425 0.9168016 55.10359
## 240 2 0.813938729 1.70019425 0.9168016 44.41083
## 241 2 -0.258168672 1.70019425 0.9168016 52.75093
## 242 2 -1.632196403 1.70019425 0.9168016 45.48662
## 243 2 -6.973687991 1.70019425 0.9168016 45.81537
## 244 2 -7.511896640 1.70019425 0.9168016 43.86615
## 245 2 -5.224486193 1.70019425 0.9168016 49.23141
## 246 2 -4.013228435 1.70019425 0.9168016 56.09679
## 247 2 -2.452845717 1.70019425 0.9168016 35.89822
## 248 2 -2.046044884 -0.19992941 0.9168016 47.89235
## 249 2 -0.982003856 -0.19992941 0.9168016 46.99638
## 250 2 -3.154622293 -0.19992941 0.9168016 64.61825
## 251 2 -0.261849753 -0.19992941 0.9168016 48.53748
## 252 2 -1.447227913 -0.19992941 0.9168016 48.95921
## 253 2 1.977736651 -0.19992941 0.9168016 38.01022
## 254 2 1.755817512 -0.19992941 0.9168016 47.55937
## 255 2 -2.750968177 -0.19992941 0.9168016 45.20610
## 256 2 0.755391523 -0.19992941 0.9168016 54.13832
## 257 2 -4.259821658 -0.19992941 0.9168016 53.94359
## 258 2 -1.576817534 -0.19992941 0.9168016 59.14994
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## 341 2 1.839903410 -1.36584475 0.9168016 39.97229
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## 477 3 2.478398581 0.43888980 -1.5682341 64.10096
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## 493 3 -4.342023575 0.43888980 -1.5682341 38.51147
## 494 3 0.062264322 0.43888980 -1.5682341 57.01137
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## 515 3 -4.069648039 2.14639641 -1.5682341 55.24777
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## 520 3 -1.294129085 -1.17242994 -1.5682341 56.55639
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## 542 3 -1.054720938 -0.35537129 -1.5682341 41.07532
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## 545 3 5.516216821 -0.35537129 -1.5682341 56.80081
## 546 3 1.019305847 -0.35537129 -1.5682341 60.80241
## 547 3 -1.573930994 -0.35537129 -1.5682341 51.06708
## 548 3 1.127308315 -0.35537129 -1.5682341 42.91421
## 549 3 2.503407862 -0.35537129 -1.5682341 51.03436
## 550 3 1.577680345 -0.35537129 -1.5682341 45.89539
## 551 3 -1.009788482 -0.35537129 -1.5682341 64.15637
## 552 3 -0.904765322 -0.35537129 -1.5682341 54.62028
## 553 3 -2.378268032 -0.35537129 -1.5682341 49.07985
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## 555 3 -2.775323953 -0.35537129 -1.5682341 59.67425
## 556 3 -1.769995220 -0.35537129 -1.5682341 37.89206
## 557 3 3.222646571 -0.25678529 -1.5682341 60.51350
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## 841 5 -5.246738663 -0.63871859 -2.5390868 58.49252
## 842 5 -5.105395983 -0.63871859 -2.5390868 53.31672
## 843 5 -4.001371970 -0.63871859 -2.5390868 48.89569
## 844 5 -2.682791538 3.30684442 -2.5390868 58.87930
## 845 5 2.511597317 3.30684442 -2.5390868 42.92733
## 846 5 0.058511552 3.30684442 -2.5390868 55.23061
## 847 5 2.786574304 3.30684442 -2.5390868 47.03437
## 848 5 -0.988741982 3.30684442 -2.5390868 52.36320
## 849 5 -4.882990329 3.30684442 -2.5390868 56.61544
## 850 5 7.378620753 3.30684442 -2.5390868 41.84957
## 851 5 -0.883424232 3.30684442 -2.5390868 46.07381
## 852 5 -4.994515108 3.30684442 -2.5390868 55.13210
## 853 5 -2.184943783 3.30684442 -2.5390868 47.39441
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## 939 5 -2.150188140 2.38170376 -2.5390868 44.58062
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## 954 5 2.456437146 4.32013988 -2.5390868 43.45318
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## 1125 6 -1.919658281 -2.85956718 0.5916969 40.18745
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## 1128 6 -2.605550046 0.80382680 0.5916969 52.46328
## 1129 6 3.176439210 0.80382680 0.5916969 46.76264
## 1130 6 2.916408457 0.80382680 0.5916969 33.22631
## 1131 6 2.088177463 0.80382680 0.5916969 56.32675
## 1132 6 0.964524747 0.80382680 0.5916969 62.15744
## 1133 6 0.871139170 0.80382680 0.5916969 35.70947
## 1134 6 1.489259022 0.80382680 0.5916969 48.17777
## 1135 6 1.274380745 0.80382680 0.5916969 45.62847
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## 1140 6 -0.323081625 0.80382680 0.5916969 65.87081
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## 1439 8 0.952573089 2.45590747 -1.8337794 51.43107
## 1440 8 -2.415749193 2.45590747 -1.8337794 69.91885
## 1441 8 -7.686529916 2.45590747 -1.8337794 56.46149
## 1442 8 3.851163519 2.45590747 -1.8337794 54.47919
## 1443 8 2.076889283 2.45590747 -1.8337794 56.63101
## 1444 8 0.348362810 2.45590747 -1.8337794 50.49883
## 1445 8 -2.412092468 2.45590747 -1.8337794 48.30145
## 1446 8 -1.743409205 2.45590747 -1.8337794 51.39960
## 1447 8 3.649558819 2.45590747 -1.8337794 59.69735
## 1448 8 5.101521865 2.45590747 -1.8337794 48.21817
## 1449 8 -0.341378076 2.45590747 -1.8337794 50.25784
## 1450 8 4.647488072 2.45590747 -1.8337794 49.14338
## 1451 8 2.459047524 2.45590747 -1.8337794 36.71044
## 1452 8 3.760336412 2.45590747 -1.8337794 46.86329
## 1453 8 -1.366581132 1.26323702 -1.8337794 44.77917
## 1454 8 -7.127531158 1.26323702 -1.8337794 43.14529
## 1455 8 -0.970110912 1.26323702 -1.8337794 48.44009
## 1456 8 1.615218996 1.26323702 -1.8337794 65.98265
## 1457 8 0.309617209 1.26323702 -1.8337794 48.47234
## 1458 8 -2.585359032 1.26323702 -1.8337794 60.20840
## 1459 8 -4.292156928 1.26323702 -1.8337794 45.62587
## 1460 8 -2.982974530 1.26323702 -1.8337794 55.66261
## 1461 8 1.813620070 1.26323702 -1.8337794 54.22893
## 1462 8 1.346209602 1.26323702 -1.8337794 51.54553
## 1463 8 1.484184840 1.26323702 -1.8337794 55.46179
## 1464 8 -1.890868352 1.26323702 -1.8337794 53.18113
## 1465 8 0.203963580 1.26323702 -1.8337794 43.70300
## 1466 8 -1.972493599 1.26323702 -1.8337794 46.46604
## 1467 8 0.792006572 1.26323702 -1.8337794 39.32564
## 1468 8 4.338406187 1.26323702 -1.8337794 47.10233
## 1469 8 -2.056998392 1.26323702 -1.8337794 66.60339
## 1470 8 -5.097442262 -2.58448763 -1.8337794 52.12174
## 1471 8 -0.462506893 -2.58448763 -1.8337794 48.37611
## 1472 8 -0.638162675 -2.58448763 -1.8337794 36.78640
## 1473 8 7.108158970 -2.58448763 -1.8337794 51.54961
## 1474 8 4.288900042 -2.58448763 -1.8337794 59.89738
## 1475 8 4.811314497 -2.58448763 -1.8337794 71.16320
## 1476 8 2.270962883 -2.58448763 -1.8337794 71.16446
## 1477 8 -0.850693291 -2.58448763 -1.8337794 59.89202
## 1478 8 -6.181065653 -2.58448763 -1.8337794 47.61108
## 1479 8 -1.604647130 -2.58448763 -1.8337794 52.62303
## 1480 8 3.672518255 -2.58448763 -1.8337794 46.38486
## 1481 8 0.211534158 -2.58448763 -1.8337794 53.32462
## 1482 8 2.349588950 -2.58448763 -1.8337794 60.95213
## 1483 8 3.290944346 -2.58448763 -1.8337794 55.34199
## 1484 8 -1.013590560 -2.58448763 -1.8337794 58.75817
## 1485 8 0.399984629 -2.58448763 -1.8337794 51.80782
## 1486 8 1.794920872 1.96804860 -1.8337794 41.95185
## 1487 8 0.866131611 1.96804860 -1.8337794 43.87783
## 1488 8 1.115691906 1.96804860 -1.8337794 48.29384
## 1489 8 -3.137731160 1.96804860 -1.8337794 47.65944
## 1490 8 3.412851042 1.96804860 -1.8337794 45.25343
## 1491 8 0.120453285 1.96804860 -1.8337794 41.33551
## 1492 8 -2.162837134 1.96804860 -1.8337794 56.36749
## 1493 8 0.026619748 1.96804860 -1.8337794 55.99084
## 1494 8 -2.766790635 1.96804860 -1.8337794 50.51910
## 1495 8 2.494981109 1.96804860 -1.8337794 51.24423
## 1496 8 3.056749184 1.96804860 -1.8337794 66.30084
## 1497 8 2.022972266 1.96804860 -1.8337794 57.39692
## 1498 8 -1.892583561 1.96804860 -1.8337794 54.92307
## 1499 8 -0.217286046 1.96804860 -1.8337794 54.57540
## 1500 8 -0.604206262 1.96804860 -1.8337794 58.84799
## 1501 8 -5.581652967 1.96804860 -1.8337794 49.67378
## 1502 8 -0.101701780 1.96804860 -1.8337794 62.36286
## 1503 8 -3.432055608 1.96804860 -1.8337794 63.38809
## 1504 8 -5.782426070 1.96804860 -1.8337794 43.86398
## 1505 8 -2.968635341 -1.90893581 -1.8337794 45.70468
## 1506 8 -1.859107576 -1.90893581 -1.8337794 46.90910
## 1507 8 1.929536274 -1.90893581 -1.8337794 58.06064
## 1508 8 0.120319748 -1.90893581 -1.8337794 39.49574
## 1509 8 -0.375776977 -1.90893581 -1.8337794 47.77754
## 1510 8 -3.822552002 -1.90893581 -1.8337794 40.10014
## 1511 8 -4.386537787 -1.90893581 -1.8337794 39.71105
## 1512 8 1.309150073 -1.90893581 -1.8337794 49.13729
## 1513 8 6.613713234 -1.90893581 -1.8337794 65.84984
## 1514 8 2.143727115 -1.90893581 -1.8337794 45.94671
## 1515 8 1.285512980 -1.90893581 -1.8337794 42.47847
## 1516 8 -4.045027115 -1.90893581 -1.8337794 51.93547
## 1517 8 3.559157863 -1.90893581 -1.8337794 63.37781
## 1518 8 3.109301177 -1.90893581 -1.8337794 48.20551
## 1519 8 0.170995076 -1.90893581 -1.8337794 54.22999
## 1520 8 3.522687487 -1.90893581 -1.8337794 31.42245
## 1521 8 0.626170210 -1.90893581 -1.8337794 63.96324
## 1522 8 0.311119206 -1.90893581 -1.8337794 54.52998
## 1523 8 4.174686292 -1.90893581 -1.8337794 55.90502
## 1524 8 -1.377851422 -1.90893581 -1.8337794 52.53252
## 1525 8 -5.230034220 -1.90893581 -1.8337794 47.90807
## 1526 8 -0.715658862 1.35235583 -1.8337794 49.90729
## 1527 8 0.625148207 1.35235583 -1.8337794 60.02640
## 1528 8 2.991566726 1.35235583 -1.8337794 51.98287
## 1529 8 3.494438657 1.35235583 -1.8337794 38.85606
## 1530 8 -3.708353650 1.35235583 -1.8337794 61.42649
## 1531 8 -5.378787577 1.35235583 -1.8337794 53.14403
## 1532 8 -3.116321735 1.35235583 -1.8337794 44.70425
## 1533 8 -0.002659731 1.35235583 -1.8337794 64.85103
## 1534 8 0.287293435 1.35235583 -1.8337794 55.17389
## 1535 8 0.863559541 1.35235583 -1.8337794 47.36424
## 1536 8 -2.692062770 1.35235583 -1.8337794 57.75094
## 1537 8 -1.830398779 1.35235583 -1.8337794 65.38529
## 1538 8 3.207992519 1.35235583 -1.8337794 42.36758
## 1539 8 -1.314063664 1.35235583 -1.8337794 50.69849
## 1540 8 1.440503328 1.35235583 -1.8337794 65.55666
## 1541 8 -0.574971516 1.35235583 -1.8337794 42.52870
## 1542 8 1.197924985 1.14238346 -1.8337794 55.25076
## 1543 8 0.112898519 1.14238346 -1.8337794 42.97320
## 1544 8 -0.925755404 1.14238346 -1.8337794 45.70414
## 1545 8 5.268896804 1.14238346 -1.8337794 59.48414
## 1546 8 8.170430697 1.14238346 -1.8337794 68.66712
## 1547 8 -0.834655288 1.14238346 -1.8337794 36.57337
## 1548 8 4.201832489 1.14238346 -1.8337794 62.57558
## 1549 8 0.305361605 1.14238346 -1.8337794 69.85268
## 1550 8 1.345886804 1.14238346 -1.8337794 43.67736
## 1551 8 -0.096037583 1.14238346 -1.8337794 50.92846
## 1552 8 2.862936503 1.14238346 -1.8337794 46.28314
## 1553 8 3.645364308 1.14238346 -1.8337794 52.75325
## 1554 8 -1.191149753 1.14238346 -1.8337794 46.43871
## 1555 8 -11.051604673 1.14238346 -1.8337794 51.43074
## 1556 8 2.946147935 1.14238346 -1.8337794 45.74408
## 1557 8 0.455865573 -1.20857813 -1.8337794 52.70497
## 1558 8 -0.109525743 -1.20857813 -1.8337794 49.35665
## 1559 8 -1.131161739 -1.20857813 -1.8337794 57.67090
## 1560 8 6.064901419 -1.20857813 -1.8337794 56.12903
## 1561 8 2.784823371 -1.20857813 -1.8337794 40.38470
## 1562 8 -1.572816718 -1.20857813 -1.8337794 63.15277
## 1563 8 -4.356936532 -1.20857813 -1.8337794 60.77067
## 1564 8 0.803583548 -1.20857813 -1.8337794 49.94035
## 1565 8 3.944458744 -1.20857813 -1.8337794 57.98631
## 1566 8 4.741107539 -1.20857813 -1.8337794 54.26661
## 1567 8 -2.061379305 -1.20857813 -1.8337794 37.94016
## 1568 8 -2.799908613 -1.20857813 -1.8337794 72.62659
## 1569 8 0.516781063 -1.20857813 -1.8337794 68.21372
## 1570 8 3.189164252 -1.20857813 -1.8337794 48.81223
## 1571 8 -1.193525086 -1.20857813 -1.8337794 47.28055
## 1572 8 5.524390251 -1.20857813 -1.8337794 48.41046
## 1573 8 0.278549389 -1.20857813 -1.8337794 54.41053
## 1574 8 2.884225754 -1.20857813 -1.8337794 50.57864
## 1575 8 0.231320929 -1.20857813 -1.8337794 64.96374
## 1576 8 0.498811108 -1.20857813 -1.8337794 58.02174
## 1577 8 5.556272210 -1.20857813 -1.8337794 58.77539
## 1578 8 -3.748764027 -1.20857813 -1.8337794 56.46280
## 1579 8 -1.807178801 -1.20857813 -1.8337794 45.27251
## 1580 8 -6.567187974 -2.29902780 -1.8337794 52.49024
## 1581 8 3.227803144 -2.29902780 -1.8337794 59.15546
## 1582 8 -0.796900092 -2.29902780 -1.8337794 57.56844
## 1583 8 2.808368167 -2.29902780 -1.8337794 46.82422
## 1584 8 1.877607309 -2.29902780 -1.8337794 30.21022
## 1585 8 2.779330790 -2.29902780 -1.8337794 51.52595
## 1586 8 -2.115102946 -2.29902780 -1.8337794 50.34173
## 1587 8 -0.640757113 -2.29902780 -1.8337794 39.58987
## 1588 8 2.915838295 -2.29902780 -1.8337794 42.34191
## 1589 8 -1.203931530 -2.29902780 -1.8337794 49.55753
## 1590 8 -3.265540794 -2.29902780 -1.8337794 46.49566
## 1591 8 -0.266464276 -2.29902780 -1.8337794 49.35961
## 1592 8 1.920113155 -2.29902780 -1.8337794 52.72404
## 1593 8 -3.070300246 -2.29902780 -1.8337794 58.50985
## 1594 8 3.168396964 -2.29902780 -1.8337794 55.62612
## 1595 8 -5.218210618 -2.29902780 -1.8337794 71.64087
## 1596 8 3.247252775 -2.29902780 -1.8337794 43.99827
## 1597 8 -1.555409918 -2.29902780 -1.8337794 39.78000
## 1598 9 2.849551656 -3.43034629 3.9694325 31.90620
## 1599 9 -2.857731340 -3.43034629 3.9694325 46.42894
## 1600 9 5.839142397 -3.43034629 3.9694325 37.47605
## 1601 9 0.769834372 -3.43034629 3.9694325 35.72162
## 1602 9 -2.589651455 -3.43034629 3.9694325 49.74310
## 1603 9 -2.138204470 -3.43034629 3.9694325 51.19995
## 1604 9 -5.089891946 -3.43034629 3.9694325 54.38957
## 1605 9 -7.463930086 -3.43034629 3.9694325 55.78743
## 1606 9 0.420816781 -3.43034629 3.9694325 55.90510
## 1607 9 -3.591046340 -3.43034629 3.9694325 38.51690
## 1608 9 3.210867026 -3.43034629 3.9694325 58.98900
## 1609 9 3.960092550 -3.43034629 3.9694325 59.70180
## 1610 9 0.588564220 -3.43034629 3.9694325 58.39636
## 1611 9 -1.818873506 -3.43034629 3.9694325 52.50796
## 1612 9 0.545939146 -3.43034629 3.9694325 28.33673
## 1613 9 3.565222448 -3.43034629 3.9694325 53.14990
## 1614 9 -2.097109798 1.42820696 3.9694325 47.90631
## 1615 9 1.068039619 1.42820696 3.9694325 49.03350
## 1616 9 -0.938607798 1.42820696 3.9694325 69.92356
## 1617 9 -0.486187316 1.42820696 3.9694325 50.88164
## 1618 9 -1.736423687 1.42820696 3.9694325 51.04001
## 1619 9 8.368284885 1.42820696 3.9694325 54.26567
## 1620 9 0.287167411 1.42820696 3.9694325 42.86527
## 1621 9 1.592661130 1.42820696 3.9694325 47.40962
## 1622 9 1.462550571 1.42820696 3.9694325 51.49605
## 1623 9 2.106929626 1.42820696 3.9694325 26.03890
## 1624 9 1.263729531 1.42820696 3.9694325 48.14812
## 1625 9 -1.864188835 1.42820696 3.9694325 45.32538
## 1626 9 4.534846196 1.42820696 3.9694325 49.32235
## 1627 9 -0.631219634 1.42820696 3.9694325 57.85361
## 1628 9 -2.425388090 1.42820696 3.9694325 56.33961
## 1629 9 -2.477334813 1.42820696 3.9694325 51.27879
## 1630 9 -0.954391884 1.42820696 3.9694325 31.07967
## 1631 9 2.728917133 1.42820696 3.9694325 41.12689
## 1632 9 -1.852694813 1.42820696 3.9694325 31.43738
## 1633 9 0.013771426 1.42820696 3.9694325 43.81808
## 1634 9 -3.018897510 1.42820696 3.9694325 40.47689
## 1635 9 0.206525276 -0.69476338 3.9694325 67.80075
## 1636 9 -0.130147372 -0.69476338 3.9694325 57.32237
## 1637 9 -1.183148008 -0.69476338 3.9694325 43.31640
## 1638 9 -0.269767441 -0.69476338 3.9694325 54.15247
## 1639 9 0.067701660 -0.69476338 3.9694325 50.52371
## 1640 9 -3.326630122 -0.69476338 3.9694325 56.28961
## 1641 9 -4.751406323 -0.69476338 3.9694325 56.21374
## 1642 9 -0.079598616 -0.69476338 3.9694325 36.04732
## 1643 9 -1.394064778 -0.69476338 3.9694325 44.28060
## 1644 9 3.513377333 -0.69476338 3.9694325 49.70291
## 1645 9 -7.424537996 -0.69476338 3.9694325 41.95390
## 1646 9 -1.483402626 -0.69476338 3.9694325 62.09349
## 1647 9 1.705487006 -0.69476338 3.9694325 60.67000
## 1648 9 -1.746115633 -0.69476338 3.9694325 49.36723
## 1649 9 0.419966218 -0.69476338 3.9694325 57.67166
## 1650 9 -2.664941481 -0.69476338 3.9694325 52.99971
## 1651 9 -2.574020317 -0.69476338 3.9694325 44.71262
## 1652 9 0.303476854 -0.69476338 3.9694325 41.07328
## 1653 9 1.898250144 -0.69476338 3.9694325 44.40720
## 1654 9 -1.150313337 -0.69476338 3.9694325 57.65210
## 1655 9 0.537674563 -0.69476338 3.9694325 52.61201
## 1656 9 -2.614820448 -0.69476338 3.9694325 52.35130
## 1657 9 -3.016083720 -0.69476338 3.9694325 55.75170
## 1658 9 0.815344983 -0.69476338 3.9694325 48.58620
## 1659 9 -4.493887258 -1.07321665 3.9694325 55.59370
## 1660 9 0.256058096 -1.07321665 3.9694325 44.13887
## 1661 9 -4.560193148 -1.07321665 3.9694325 62.38928
## 1662 9 0.535171126 -1.07321665 3.9694325 50.42243
## 1663 9 1.719855853 -1.07321665 3.9694325 54.23684
## 1664 9 1.823634375 -1.07321665 3.9694325 54.98275
## 1665 9 2.789287132 -1.07321665 3.9694325 53.44247
## 1666 9 -5.434105074 -1.07321665 3.9694325 50.14318
## 1667 9 3.541627232 -1.07321665 3.9694325 51.41974
## 1668 9 0.812902012 -1.07321665 3.9694325 45.38150
## 1669 9 -0.026397607 -1.07321665 3.9694325 53.98867
## 1670 9 8.525669025 -1.07321665 3.9694325 42.89322
## 1671 9 -0.865514271 -1.07321665 3.9694325 48.50147
## 1672 9 -5.084942073 -1.07321665 3.9694325 42.54807
## 1673 9 0.313753891 -1.07321665 3.9694325 54.28860
## 1674 9 2.018239204 -1.07321665 3.9694325 44.05165
## 1675 9 -2.533318514 -1.07321665 3.9694325 32.13716
## 1676 9 3.662249568 2.08413542 3.9694325 42.20882
## 1677 9 0.559094188 2.08413542 3.9694325 39.95196
## 1678 9 5.498195167 2.08413542 3.9694325 36.81245
## 1679 9 0.215751386 2.08413542 3.9694325 48.59449
## 1680 9 3.508229195 2.08413542 3.9694325 46.23224
## 1681 9 2.281986209 2.08413542 3.9694325 51.05651
## 1682 9 -2.732531601 2.08413542 3.9694325 45.86866
## 1683 9 8.061423343 2.08413542 3.9694325 46.93467
## 1684 9 -1.097947607 2.08413542 3.9694325 47.02661
## 1685 9 2.086528595 2.08413542 3.9694325 45.85930
## 1686 9 -2.218717738 2.08413542 3.9694325 55.62270
## 1687 9 1.869027738 2.08413542 3.9694325 56.87662
## 1688 9 0.449019301 2.08413542 3.9694325 57.17567
## 1689 9 -0.228719654 2.08413542 3.9694325 30.64745
## 1690 9 -0.247110252 2.08413542 3.9694325 44.75800
## 1691 9 1.153266121 -0.70111256 3.9694325 36.82009
## 1692 9 -0.748524297 -0.70111256 3.9694325 49.75761
## 1693 9 -1.268480080 -0.70111256 3.9694325 43.43999
## 1694 9 -2.984877438 -0.70111256 3.9694325 45.92003
## 1695 9 -3.013723403 -0.70111256 3.9694325 40.83995
## 1696 9 1.820468466 -0.70111256 3.9694325 46.42500
## 1697 9 1.849989952 -0.70111256 3.9694325 42.70068
## 1698 9 -0.282489129 -0.70111256 3.9694325 45.13051
## 1699 9 0.638674812 -0.70111256 3.9694325 51.44026
## 1700 9 3.828024635 -0.70111256 3.9694325 48.10709
## 1701 9 5.363757640 -0.70111256 3.9694325 47.18388
## 1702 9 4.324724239 -0.70111256 3.9694325 44.19520
## 1703 9 -2.062166376 -0.70111256 3.9694325 34.26724
## 1704 9 -2.011769557 -0.70111256 3.9694325 50.21467
## 1705 9 9.218667345 -0.70111256 3.9694325 44.26861
## 1706 9 -1.901950854 -0.70111256 3.9694325 54.89441
## 1707 9 -0.258023350 -0.70111256 3.9694325 58.58893
## 1708 9 -4.595008905 -0.70111256 3.9694325 55.20665
## 1709 9 4.147214412 -0.70111256 3.9694325 46.82350
## 1710 9 0.011973542 -0.70111256 3.9694325 57.78588
## 1711 9 2.286014633 2.27679050 3.9694325 73.00651
## 1712 9 -1.844685466 2.27679050 3.9694325 49.78632
## 1713 9 3.315844322 2.27679050 3.9694325 57.47149
## 1714 9 -0.295010345 2.27679050 3.9694325 52.18214
## 1715 9 -5.408579992 2.27679050 3.9694325 47.30351
## 1716 9 -2.839849734 2.27679050 3.9694325 38.58222
## 1717 9 -3.860795102 2.27679050 3.9694325 32.65786
## 1718 9 4.302289935 2.27679050 3.9694325 53.97223
## 1719 9 -2.339799449 2.27679050 3.9694325 62.13766
## 1720 9 -1.482593457 2.27679050 3.9694325 58.01597
## 1721 9 4.881187728 2.27679050 3.9694325 54.35765
## 1722 9 2.604685487 2.27679050 3.9694325 53.42135
## 1723 9 -2.227732691 2.27679050 3.9694325 59.38296
## 1724 9 1.021136831 2.27679050 3.9694325 41.75321
## 1725 9 -0.736543929 2.27679050 3.9694325 58.35446
## 1726 9 9.990177442 2.27679050 3.9694325 52.85192
## 1727 9 -2.106648885 2.27679050 3.9694325 66.48458
## 1728 9 0.903103401 2.27679050 3.9694325 37.80515
## 1729 9 0.413539430 2.27679050 3.9694325 48.31408
## 1730 9 -2.071621778 2.27679050 3.9694325 53.34746
## 1731 9 -3.207516892 2.27679050 3.9694325 54.15301
## 1732 9 -0.059992971 2.27679050 3.9694325 32.29031
## 1733 9 -1.024421622 2.27679050 3.9694325 59.82491
## 1734 9 -2.053198867 2.27679050 3.9694325 40.07602
## 1735 9 2.605587379 2.27679050 3.9694325 42.34755
## 1736 9 -3.127801763 -1.94144790 3.9694325 48.74979
## 1737 9 5.069663004 -1.94144790 3.9694325 40.78263
## 1738 9 6.324164310 -1.94144790 3.9694325 37.98265
## 1739 9 2.690452159 -1.94144790 3.9694325 54.74611
## 1740 9 3.278655667 -1.94144790 3.9694325 42.13324
## 1741 9 -3.329383495 -1.94144790 3.9694325 47.54607
## 1742 9 3.200357083 -1.94144790 3.9694325 57.57597
## 1743 9 -2.005631471 -1.94144790 3.9694325 49.56357
## 1744 9 1.220087976 -1.94144790 3.9694325 50.23038
## 1745 9 -1.623717072 -1.94144790 3.9694325 54.58518
## 1746 9 -3.369846682 -1.94144790 3.9694325 57.29470
## 1747 9 -2.895404936 -1.94144790 3.9694325 43.29422
## 1748 9 0.666203256 -1.94144790 3.9694325 48.78360
## 1749 9 -2.086921896 -1.94144790 3.9694325 41.60578
## 1750 9 -2.635693206 -1.94144790 3.9694325 51.30613
## 1751 9 -2.825290512 -1.94144790 3.9694325 52.17565
## 1752 9 2.905225666 -1.94144790 3.9694325 48.11941
## 1753 9 4.260050182 1.89979127 3.9694325 40.88713
## 1754 9 5.062317795 1.89979127 3.9694325 42.76969
## 1755 9 -1.896497664 1.89979127 3.9694325 41.81385
## 1756 9 0.456043269 1.89979127 3.9694325 72.29808
## 1757 9 0.930550941 1.89979127 3.9694325 37.18324
## 1758 9 -2.435142907 1.89979127 3.9694325 50.29675
## 1759 9 -5.592276847 1.89979127 3.9694325 52.62397
## 1760 9 2.299794786 1.89979127 3.9694325 55.67137
## 1761 9 -4.300441710 1.89979127 3.9694325 56.18130
## 1762 9 -0.400926427 1.89979127 3.9694325 54.50190
## 1763 9 1.104946878 1.89979127 3.9694325 44.80571
## 1764 9 -2.676978767 1.89979127 3.9694325 28.75784
## 1765 9 -2.929048501 1.89979127 3.9694325 47.37548
## 1766 9 -2.261038909 1.89979127 3.9694325 53.74901
## 1767 9 2.369351425 1.89979127 3.9694325 51.13344
## 1768 9 -2.347788711 1.89979127 3.9694325 54.51091
## 1769 9 -1.975173174 1.89979127 3.9694325 42.90341
## 1770 9 3.930249968 1.89979127 3.9694325 43.78763
## 1771 9 -2.404677006 1.89979127 3.9694325 35.12379
## 1772 9 2.146554704 1.89979127 3.9694325 59.78922
## 1773 9 -6.244795421 1.89979127 3.9694325 39.91520
## 1774 9 4.219871357 1.34602212 3.9694325 62.30629
## 1775 9 0.691191393 1.34602212 3.9694325 50.67467
## 1776 9 2.385719869 1.34602212 3.9694325 63.47805
## 1777 9 -2.442365825 1.34602212 3.9694325 67.44337
## 1778 9 2.818125608 1.34602212 3.9694325 55.91583
## 1779 9 -1.262468907 1.34602212 3.9694325 46.34235
## 1780 9 4.023450243 1.34602212 3.9694325 61.90046
## 1781 9 4.358589301 1.34602212 3.9694325 36.56545
## 1782 9 -3.075412462 1.34602212 3.9694325 45.21042
## 1783 9 -1.867079766 1.34602212 3.9694325 42.37042
## 1784 9 -6.183163318 1.34602212 3.9694325 53.66184
## 1785 9 -3.638982802 1.34602212 3.9694325 55.21654
## 1786 9 0.815633395 1.34602212 3.9694325 54.68509
## 1787 9 0.488996585 1.34602212 3.9694325 55.37065
## 1788 9 -4.823820737 1.34602212 3.9694325 32.86062
## 1789 9 -4.173652386 1.34602212 3.9694325 56.89728
## 1790 9 -2.362927706 1.34602212 3.9694325 57.53674
## 1791 9 3.999659206 1.34602212 3.9694325 55.84511
## 1792 9 0.043152576 1.34602212 3.9694325 47.12009
## 1793 9 0.047600495 1.34602212 3.9694325 65.36295
## 1794 9 0.651887059 1.34602212 3.9694325 44.33291
## 1795 9 -2.743453378 1.34602212 3.9694325 44.65498
## 1796 10 -1.907448746 3.39325236 1.0463764 53.94294
## 1797 10 -3.574124071 3.39325236 1.0463764 62.22037
## 1798 10 -0.263464137 3.39325236 1.0463764 49.64498
## 1799 10 1.927294449 3.39325236 1.0463764 50.20370
## 1800 10 -4.583054395 3.39325236 1.0463764 46.55006
## 1801 10 1.916466295 3.39325236 1.0463764 63.05336
## 1802 10 5.637960865 3.39325236 1.0463764 53.12414
## 1803 10 0.008036703 3.39325236 1.0463764 61.77850
## 1804 10 -1.664465075 3.39325236 1.0463764 64.23232
## 1805 10 3.818669230 3.39325236 1.0463764 45.94481
## 1806 10 1.223517777 3.39325236 1.0463764 41.53061
## 1807 10 -2.414064951 3.39325236 1.0463764 47.97414
## 1808 10 0.050662126 3.39325236 1.0463764 33.22902
## 1809 10 -0.166506374 3.39325236 1.0463764 50.85784
## 1810 10 -5.002912490 3.39325236 1.0463764 56.23883
## 1811 10 0.839792327 3.39325236 1.0463764 57.10800
## 1812 10 2.849881587 1.82886330 1.0463764 37.24651
## 1813 10 0.612035980 1.82886330 1.0463764 59.50924
## 1814 10 -0.576455502 1.82886330 1.0463764 47.96326
## 1815 10 -1.435027582 1.82886330 1.0463764 53.09891
## 1816 10 1.581063791 1.82886330 1.0463764 53.96012
## 1817 10 2.387656529 1.82886330 1.0463764 41.93492
## 1818 10 1.010421983 1.82886330 1.0463764 57.08803
## 1819 10 3.869807407 1.82886330 1.0463764 51.59271
## 1820 10 0.310968119 1.82886330 1.0463764 45.02194
## 1821 10 -1.502938991 1.82886330 1.0463764 57.48298
## 1822 10 -0.597300452 1.82886330 1.0463764 56.34783
## 1823 10 0.382868890 1.82886330 1.0463764 46.75811
## 1824 10 -2.089850300 1.82886330 1.0463764 45.96122
## 1825 10 -0.578156971 1.82886330 1.0463764 46.35869
## 1826 10 -0.133697398 1.82886330 1.0463764 63.99412
## 1827 10 6.482785574 1.25154465 1.0463764 52.42040
## 1828 10 0.100348171 1.25154465 1.0463764 51.95063
## 1829 10 -4.034988718 1.25154465 1.0463764 54.89093
## 1830 10 5.594574541 1.25154465 1.0463764 55.50790
## 1831 10 4.121496646 1.25154465 1.0463764 51.95364
## 1832 10 -4.940922139 1.25154465 1.0463764 48.99129
## 1833 10 -0.709258591 1.25154465 1.0463764 69.91640
## 1834 10 9.059229610 1.25154465 1.0463764 43.21166
## 1835 10 0.262102410 1.25154465 1.0463764 56.44554
## 1836 10 -0.073997150 1.25154465 1.0463764 63.11263
## 1837 10 -2.606095822 1.25154465 1.0463764 63.96284
## 1838 10 -0.395806865 1.25154465 1.0463764 51.71416
## 1839 10 -0.049399140 1.25154465 1.0463764 58.21362
## 1840 10 1.220693295 1.25154465 1.0463764 64.39304
## 1841 10 1.424852364 1.25154465 1.0463764 38.36876
## 1842 10 -1.941147889 -1.57918342 1.0463764 69.29567
## 1843 10 3.218752612 -1.57918342 1.0463764 57.91521
## 1844 10 5.923270629 -1.57918342 1.0463764 43.66592
## 1845 10 -0.083241338 -1.57918342 1.0463764 53.97416
## 1846 10 -5.576856517 -1.57918342 1.0463764 55.29267
## 1847 10 6.183770434 -1.57918342 1.0463764 55.76196
## 1848 10 2.324661505 -1.57918342 1.0463764 38.71924
## 1849 10 -1.237589578 -1.57918342 1.0463764 55.11773
## 1850 10 0.729366961 -1.57918342 1.0463764 52.04569
## 1851 10 2.479550284 -1.57918342 1.0463764 52.36617
## 1852 10 -1.151839928 -1.57918342 1.0463764 55.96728
## 1853 10 -2.938710340 -1.57918342 1.0463764 48.92922
## 1854 10 3.177832132 -1.57918342 1.0463764 47.20193
## 1855 10 0.330991773 -1.57918342 1.0463764 62.12832
## 1856 10 -2.587807816 -1.57918342 1.0463764 46.95750
## 1857 10 -1.203593726 -3.16475864 1.0463764 49.37067
## 1858 10 2.152585127 -3.16475864 1.0463764 53.36735
## 1859 10 -2.064958685 -3.16475864 1.0463764 35.85581
## 1860 10 0.973466267 -3.16475864 1.0463764 55.66499
## 1861 10 1.760254762 -3.16475864 1.0463764 53.53459
## 1862 10 0.871169648 -3.16475864 1.0463764 59.72510
## 1863 10 -2.758221069 -3.16475864 1.0463764 43.43894
## 1864 10 1.995571140 -3.16475864 1.0463764 67.62732
## 1865 10 1.439759750 -3.16475864 1.0463764 58.19599
## 1866 10 2.462888286 -3.16475864 1.0463764 64.25287
## 1867 10 -4.156419497 -3.16475864 1.0463764 58.09618
## 1868 10 5.189053831 -3.16475864 1.0463764 58.57934
## 1869 10 -0.827600853 -3.16475864 1.0463764 61.29776
## 1870 10 0.326669945 -3.16475864 1.0463764 48.62487
## 1871 10 -1.738653625 -3.16475864 1.0463764 42.59741
## 1872 10 -1.281187031 -3.16475864 1.0463764 52.55551
## 1873 10 -0.926709999 -3.16475864 1.0463764 41.86117
## 1874 10 -0.712071168 3.84134207 1.0463764 45.33084
## 1875 10 -5.549572301 3.84134207 1.0463764 48.65978
## 1876 10 1.279196431 3.84134207 1.0463764 37.76505
## 1877 10 -1.208898845 3.84134207 1.0463764 38.96564
## 1878 10 -3.132433458 3.84134207 1.0463764 58.88077
## 1879 10 1.386813820 3.84134207 1.0463764 54.04891
## 1880 10 0.760623684 3.84134207 1.0463764 53.52958
## 1881 10 -5.449059102 3.84134207 1.0463764 58.65580
## 1882 10 2.619598336 3.84134207 1.0463764 50.67807
## 1883 10 -2.915571463 3.84134207 1.0463764 54.71913
## 1884 10 3.889707462 3.84134207 1.0463764 61.64936
## 1885 10 -2.301031942 3.84134207 1.0463764 40.80827
## 1886 10 -2.029715692 3.84134207 1.0463764 51.84938
## 1887 10 1.415674691 3.84134207 1.0463764 44.97549
## 1888 10 -0.451562457 3.84134207 1.0463764 55.79060
## 1889 10 -2.112427576 3.84134207 1.0463764 48.38875
## 1890 10 4.508972418 3.84134207 1.0463764 50.02985
## 1891 10 -3.361161124 3.84134207 1.0463764 44.80754
## 1892 10 -1.062637476 3.84134207 1.0463764 44.35555
## 1893 10 -1.636301783 3.84134207 1.0463764 49.06661
## 1894 10 -2.246461143 2.78050741 1.0463764 44.17828
## 1895 10 -0.740568799 2.78050741 1.0463764 58.57107
## 1896 10 4.088635874 2.78050741 1.0463764 60.26571
## 1897 10 0.180021485 2.78050741 1.0463764 68.98032
## 1898 10 -1.343006538 2.78050741 1.0463764 52.50675
## 1899 10 -2.317617304 2.78050741 1.0463764 58.00280
## 1900 10 -2.050423585 2.78050741 1.0463764 60.76784
## 1901 10 -0.795236013 2.78050741 1.0463764 47.39799
## 1902 10 3.662946823 2.78050741 1.0463764 40.16413
## 1903 10 1.863412615 2.78050741 1.0463764 38.44484
## 1904 10 -5.328251750 2.78050741 1.0463764 49.39988
## 1905 10 4.153701046 2.78050741 1.0463764 53.94719
## 1906 10 -3.274542458 2.78050741 1.0463764 67.47785
## 1907 10 -5.598859060 2.78050741 1.0463764 52.78411
## 1908 10 3.071392921 2.78050741 1.0463764 47.48266
## 1909 10 1.370959351 2.78050741 1.0463764 47.59929
## 1910 10 1.243779076 0.90191603 1.0463764 54.62576
## 1911 10 -1.042943645 0.90191603 1.0463764 51.85332
## 1912 10 2.751404170 0.90191603 1.0463764 49.56873
## 1913 10 1.621158559 0.90191603 1.0463764 50.77200
## 1914 10 0.577397335 0.90191603 1.0463764 44.01433
## 1915 10 -3.776532147 0.90191603 1.0463764 70.70702
## 1916 10 -3.206082822 0.90191603 1.0463764 50.09950
## 1917 10 2.597464738 0.90191603 1.0463764 33.75919
## 1918 10 2.483130507 0.90191603 1.0463764 46.38283
## 1919 10 0.620053444 0.90191603 1.0463764 51.91001
## 1920 10 6.287418964 0.90191603 1.0463764 57.78952
## 1921 10 2.467982768 0.90191603 1.0463764 44.86716
## 1922 10 0.488418935 0.90191603 1.0463764 64.74192
## 1923 10 4.283248511 0.90191603 1.0463764 57.17779
## 1924 10 0.348007358 0.90191603 1.0463764 59.27017
## 1925 10 -2.109796074 0.90191603 1.0463764 51.20481
## 1926 10 0.418789264 0.90191603 1.0463764 43.59281
## 1927 10 0.114436010 0.90191603 1.0463764 69.26189
## 1928 10 -2.360108569 0.90191603 1.0463764 61.49748
## 1929 10 2.994718363 0.90191603 1.0463764 59.12961
## 1930 10 3.350824608 0.90191603 1.0463764 72.43449
## 1931 10 -0.801433594 0.90191603 1.0463764 50.28352
## 1932 10 1.960535858 0.90191603 1.0463764 62.32319
## 1933 10 1.234485507 0.90191603 1.0463764 48.94998
## 1934 10 -0.822713800 -2.72369310 1.0463764 59.36213
## 1935 10 3.121797424 -2.72369310 1.0463764 59.44338
## 1936 10 1.553123762 -2.72369310 1.0463764 46.82590
## 1937 10 1.577958697 -2.72369310 1.0463764 45.73502
## 1938 10 3.093983177 -2.72369310 1.0463764 57.32359
## 1939 10 1.014461729 -2.72369310 1.0463764 54.47904
## 1940 10 0.163193523 -2.72369310 1.0463764 59.79197
## 1941 10 3.533954246 -2.72369310 1.0463764 49.95661
## 1942 10 0.148305979 -2.72369310 1.0463764 36.57062
## 1943 10 3.042591076 -2.72369310 1.0463764 53.49280
## 1944 10 -2.900873385 -2.72369310 1.0463764 53.33025
## 1945 10 0.523900652 -2.72369310 1.0463764 49.41621
## 1946 10 -3.928624098 -2.72369310 1.0463764 69.95514
## 1947 10 0.383072946 -2.72369310 1.0463764 40.79135
## 1948 10 -0.912922221 -2.72369310 1.0463764 57.73290
## 1949 10 -0.723860979 -2.72369310 1.0463764 61.23639
## 1950 10 0.815285923 -2.72369310 1.0463764 51.86057
## 1951 10 -0.665997921 -2.72369310 1.0463764 48.30210
## 1952 10 1.174595827 -2.72369310 1.0463764 53.48353
## 1953 10 0.338558301 -2.93255363 1.0463764 68.27532
## 1954 10 5.200738008 -2.93255363 1.0463764 59.19299
## 1955 10 -1.833472942 -2.93255363 1.0463764 51.22493
## 1956 10 -0.789629770 -2.93255363 1.0463764 52.05083
## 1957 10 1.900521832 -2.93255363 1.0463764 52.42956
## 1958 10 7.813361592 -2.93255363 1.0463764 43.61321
## 1959 10 -2.234202054 -2.93255363 1.0463764 49.92499
## 1960 10 -2.799380334 -2.93255363 1.0463764 52.91203
## 1961 10 -0.276646640 -2.93255363 1.0463764 72.96618
## 1962 10 -2.584880371 -2.93255363 1.0463764 57.81599
## 1963 10 2.098554896 -2.93255363 1.0463764 46.49814
## 1964 10 1.851808355 -2.93255363 1.0463764 55.26013
## 1965 10 -1.616615274 -2.93255363 1.0463764 63.23450
## 1966 10 1.359229148 -2.93255363 1.0463764 43.22124
## 1967 10 -6.281898570 -2.93255363 1.0463764 48.68754
## 1968 10 3.933034113 -2.93255363 1.0463764 50.01763
## 1969 10 1.004208679 -2.93255363 1.0463764 44.46898
## 1970 10 -1.100786393 -2.93255363 1.0463764 65.68136
## 1971 10 1.071859382 -2.93255363 1.0463764 31.10457
## 1972 10 -1.398159488 -2.93255363 1.0463764 55.94418
## 1973 10 2.228830597 -2.93255363 1.0463764 41.83118
## 1974 10 3.216546798 -2.93255363 1.0463764 40.11603
## 1975 10 -0.598163798 -2.93255363 1.0463764 60.36656
## 1976 11 -2.559859372 3.11565753 -1.3614716 45.79092
## 1977 11 -1.532446109 3.11565753 -1.3614716 58.39374
## 1978 11 -1.461500895 3.11565753 -1.3614716 61.03590
## 1979 11 4.502070694 3.11565753 -1.3614716 60.03628
## 1980 11 1.614159924 3.11565753 -1.3614716 56.55683
## 1981 11 -3.180546081 3.11565753 -1.3614716 53.86102
## 1982 11 2.670380751 3.11565753 -1.3614716 68.49325
## 1983 11 3.428315903 3.11565753 -1.3614716 59.72092
## 1984 11 0.220776787 3.11565753 -1.3614716 57.76371
## 1985 11 1.064755398 3.11565753 -1.3614716 49.21928
## 1986 11 -2.589055220 3.11565753 -1.3614716 49.54799
## 1987 11 -0.829785280 3.11565753 -1.3614716 58.72631
## 1988 11 -5.863610193 3.11565753 -1.3614716 40.67004
## 1989 11 -2.761669749 3.11565753 -1.3614716 52.26539
## 1990 11 -3.585539587 3.11565753 -1.3614716 46.70213
## 1991 11 -4.113685393 3.11565753 -1.3614716 59.80083
## 1992 11 6.180970837 3.11565753 -1.3614716 50.46184
## 1993 11 2.198209753 3.11565753 -1.3614716 56.30274
## 1994 11 2.434930858 3.11565753 -1.3614716 48.11321
## 1995 11 -0.295742937 3.11565753 -1.3614716 57.99969
## 1996 11 -1.445532256 3.11565753 -1.3614716 55.89968
## 1997 11 1.129799195 -1.10814284 -1.3614716 45.23519
## 1998 11 -2.631434885 -1.10814284 -1.3614716 70.01815
## 1999 11 2.841512195 -1.10814284 -1.3614716 30.98114
## 2000 11 -3.513124882 -1.10814284 -1.3614716 41.68020
## 2001 11 -0.624642490 -1.10814284 -1.3614716 47.72458
## 2002 11 3.013228164 -1.10814284 -1.3614716 46.45981
## 2003 11 1.876996070 -1.10814284 -1.3614716 50.37281
## 2004 11 5.923525414 -1.10814284 -1.3614716 50.52015
## 2005 11 -5.532527163 -1.10814284 -1.3614716 53.95099
## 2006 11 0.725599697 -1.10814284 -1.3614716 55.70361
## 2007 11 0.645756434 -1.10814284 -1.3614716 48.92201
## 2008 11 0.160269284 -1.10814284 -1.3614716 58.78195
## 2009 11 -1.441937842 -1.10814284 -1.3614716 56.70738
## 2010 11 -1.918347851 -1.10814284 -1.3614716 46.74434
## 2011 11 2.630214024 -1.10814284 -1.3614716 54.24865
## 2012 11 2.686745642 1.53531042 -1.3614716 58.68406
## 2013 11 -1.286752469 1.53531042 -1.3614716 47.35081
## 2014 11 -0.593432999 1.53531042 -1.3614716 55.87437
## 2015 11 -5.178043480 1.53531042 -1.3614716 45.44102
## 2016 11 1.808593226 1.53531042 -1.3614716 46.02665
## 2017 11 -4.700833847 1.53531042 -1.3614716 28.95745
## 2018 11 -0.841825406 1.53531042 -1.3614716 41.92594
## 2019 11 0.980606511 1.53531042 -1.3614716 48.23355
## 2020 11 -4.014574563 1.53531042 -1.3614716 41.09860
## 2021 11 0.296259359 1.53531042 -1.3614716 53.75776
## 2022 11 -3.120901132 1.53531042 -1.3614716 40.49720
## 2023 11 -3.856169394 1.53531042 -1.3614716 51.62077
## 2024 11 -0.480395614 1.53531042 -1.3614716 47.26696
## 2025 11 -0.495419537 1.53531042 -1.3614716 41.88336
## 2026 11 -2.387101090 1.53531042 -1.3614716 43.33670
## 2027 11 0.921472417 1.53531042 -1.3614716 48.29878
## 2028 11 2.793015828 1.53531042 -1.3614716 43.79378
## 2029 11 1.405658083 1.53531042 -1.3614716 43.01845
## 2030 11 -1.562361300 1.53531042 -1.3614716 52.29159
## 2031 11 -3.220589241 -0.22132132 -1.3614716 45.43428
## 2032 11 3.972737534 -0.22132132 -1.3614716 53.74019
## 2033 11 5.626491197 -0.22132132 -1.3614716 40.61688
## 2034 11 -1.717477665 -0.22132132 -1.3614716 71.01968
## 2035 11 2.137846523 -0.22132132 -1.3614716 54.42216
## 2036 11 -2.625603567 -0.22132132 -1.3614716 34.31992
## 2037 11 4.311044962 -0.22132132 -1.3614716 48.83143
## 2038 11 1.248864762 -0.22132132 -1.3614716 56.41531
## 2039 11 -0.910231434 -0.22132132 -1.3614716 44.61262
## 2040 11 -1.504626087 -0.22132132 -1.3614716 51.58754
## 2041 11 -0.103758576 -0.22132132 -1.3614716 39.09767
## 2042 11 0.647549766 -0.22132132 -1.3614716 59.71187
## 2043 11 -1.594303122 -0.22132132 -1.3614716 56.12586
## 2044 11 -0.027677885 -0.22132132 -1.3614716 54.65475
## 2045 11 3.226751545 -0.22132132 -1.3614716 45.74975
## 2046 11 -1.820543935 -0.22132132 -1.3614716 55.28888
## 2047 11 -0.436633048 -0.22132132 -1.3614716 49.20696
## 2048 11 -1.460227232 -0.22132132 -1.3614716 47.05465
## 2049 11 0.748364859 -0.22132132 -1.3614716 57.62351
## 2050 11 2.338842191 -0.22132132 -1.3614716 52.75537
## 2051 11 2.918577816 -0.22132132 -1.3614716 57.50041
## 2052 11 -1.648551467 -0.22132132 -1.3614716 49.48965
## 2053 11 0.923403786 5.54001656 -1.3614716 56.97794
## 2054 11 -1.859256956 5.54001656 -1.3614716 51.29495
## 2055 11 -3.575757496 5.54001656 -1.3614716 44.98888
## 2056 11 3.209539044 5.54001656 -1.3614716 42.37759
## 2057 11 4.177189886 5.54001656 -1.3614716 55.35854
## 2058 11 3.992107967 5.54001656 -1.3614716 66.09168
## 2059 11 1.774088321 5.54001656 -1.3614716 38.58079
## 2060 11 1.183281977 5.54001656 -1.3614716 63.16947
## 2061 11 -3.456564894 5.54001656 -1.3614716 60.20703
## 2062 11 0.300717442 5.54001656 -1.3614716 50.33365
## 2063 11 -3.698227060 5.54001656 -1.3614716 62.60813
## 2064 11 -0.968656110 5.54001656 -1.3614716 32.10291
## 2065 11 -6.132444648 5.54001656 -1.3614716 51.45014
## 2066 11 -1.870546267 5.54001656 -1.3614716 48.50925
## 2067 11 2.136960724 5.54001656 -1.3614716 61.10914
## 2068 11 3.175241797 5.54001656 -1.3614716 49.89241
## 2069 11 -0.254037733 5.54001656 -1.3614716 48.15373
## 2070 11 -1.681463945 5.54001656 -1.3614716 49.68500
## 2071 11 -2.172114292 5.54001656 -1.3614716 45.57915
## 2072 11 -1.847701493 5.54001656 -1.3614716 51.88033
## 2073 11 -1.892245604 5.54001656 -1.3614716 44.32040
## 2074 11 4.362465622 5.54001656 -1.3614716 39.76161
## 2075 11 -0.472136805 0.49703981 -1.3614716 47.89355
## 2076 11 4.073383742 0.49703981 -1.3614716 64.07697
## 2077 11 3.085756541 0.49703981 -1.3614716 52.54706
## 2078 11 -1.627995174 0.49703981 -1.3614716 59.62077
## 2079 11 -1.829842333 0.49703981 -1.3614716 55.82252
## 2080 11 -2.514319182 0.49703981 -1.3614716 51.72333
## 2081 11 0.541947624 0.49703981 -1.3614716 36.11577
## 2082 11 3.334038740 0.49703981 -1.3614716 48.40481
## 2083 11 3.292873642 0.49703981 -1.3614716 56.03719
## 2084 11 1.431747263 0.49703981 -1.3614716 43.49370
## 2085 11 0.471101836 0.49703981 -1.3614716 61.17502
## 2086 11 -2.645014069 0.49703981 -1.3614716 44.69367
## 2087 11 -0.368262314 0.49703981 -1.3614716 48.53720
## 2088 11 0.423107190 0.49703981 -1.3614716 40.41181
## 2089 11 -0.431814622 0.49703981 -1.3614716 52.77170
## 2090 11 2.970547459 0.49703981 -1.3614716 62.86743
## 2091 11 1.282553527 0.49703981 -1.3614716 55.71273
## 2092 11 2.904768915 0.49703981 -1.3614716 55.07690
## 2093 11 -2.750925098 0.49703981 -1.3614716 63.57313
## 2094 11 -9.273939865 0.49703981 -1.3614716 37.70507
## 2095 11 -7.197686163 0.49703981 -1.3614716 62.94196
## 2096 11 3.685778797 0.49703981 -1.3614716 50.61734
## 2097 11 -1.877019716 0.49703981 -1.3614716 62.27153
## 2098 11 3.973859542 0.49703981 -1.3614716 54.22567
## 2099 11 -3.083749776 0.49703981 -1.3614716 46.28039
## 2100 11 3.615124031 -0.48121274 -1.3614716 49.09701
## 2101 11 2.112861223 -0.48121274 -1.3614716 31.16959
## 2102 11 0.751992569 -0.48121274 -1.3614716 40.06551
## 2103 11 2.354672704 -0.48121274 -1.3614716 49.99090
## 2104 11 2.562934941 -0.48121274 -1.3614716 56.37967
## 2105 11 -3.198376349 -0.48121274 -1.3614716 49.02747
## 2106 11 7.887096040 -0.48121274 -1.3614716 44.92277
## 2107 11 -0.309261507 -0.48121274 -1.3614716 45.35795
## 2108 11 -6.797361528 -0.48121274 -1.3614716 49.27887
## 2109 11 0.511386250 -0.48121274 -1.3614716 43.39255
## 2110 11 -4.421564798 -0.48121274 -1.3614716 53.27565
## 2111 11 -1.276251546 -0.48121274 -1.3614716 53.54308
## 2112 11 0.934202495 -0.48121274 -1.3614716 59.60006
## 2113 11 0.066215107 -0.48121274 -1.3614716 49.35390
## 2114 11 -0.128779473 -0.48121274 -1.3614716 54.08283
## 2115 11 1.917810483 -0.48121274 -1.3614716 43.65023
## 2116 11 -2.217470104 -0.48121274 -1.3614716 43.71337
## 2117 11 -0.584487415 -0.48121274 -1.3614716 45.06735
## 2118 11 6.212546971 -0.48121274 -1.3614716 71.58073
## 2119 11 1.697658451 -0.48121274 -1.3614716 51.57110
## 2120 11 0.643793053 -0.48121274 -1.3614716 47.73661
## 2121 11 0.893995055 -0.48121274 -1.3614716 44.78395
## 2122 11 -0.422028565 -0.48121274 -1.3614716 57.58272
## 2123 11 -4.312747402 -0.48121274 -1.3614716 47.82424
## 2124 11 2.073930127 0.49208658 -1.3614716 57.51547
## 2125 11 -1.100980908 0.49208658 -1.3614716 51.92728
## 2126 11 -4.314810520 0.49208658 -1.3614716 44.34966
## 2127 11 4.994663190 0.49208658 -1.3614716 66.19054
## 2128 11 -2.379226834 0.49208658 -1.3614716 60.09664
## 2129 11 -2.202637042 0.49208658 -1.3614716 49.95852
## 2130 11 -2.290138496 0.49208658 -1.3614716 49.42704
## 2131 11 1.747405962 0.49208658 -1.3614716 42.76844
## 2132 11 0.920263796 0.49208658 -1.3614716 45.37365
## 2133 11 2.033661462 0.49208658 -1.3614716 61.67807
## 2134 11 -0.779041854 0.49208658 -1.3614716 46.79114
## 2135 11 -5.227327196 0.49208658 -1.3614716 63.79426
## 2136 11 -3.700680898 0.49208658 -1.3614716 45.61444
## 2137 11 -2.712128515 0.49208658 -1.3614716 49.63582
## 2138 11 5.152156602 0.49208658 -1.3614716 39.88352
## 2139 11 -2.035283710 0.49208658 -1.3614716 32.16831
## 2140 11 2.792719228 1.20513780 -1.3614716 53.88293
## 2141 11 -4.309934590 1.20513780 -1.3614716 50.46597
## 2142 11 -4.358388960 1.20513780 -1.3614716 65.92973
## 2143 11 -0.461385022 1.20513780 -1.3614716 60.00347
## 2144 11 -2.718044773 1.20513780 -1.3614716 51.62855
## 2145 11 -1.344631941 1.20513780 -1.3614716 55.02320
## 2146 11 3.674433562 1.20513780 -1.3614716 48.07954
## 2147 11 -2.280503465 1.20513780 -1.3614716 43.58083
## 2148 11 -1.831052889 1.20513780 -1.3614716 49.96526
## 2149 11 5.700168898 1.20513780 -1.3614716 42.81079
## 2150 11 0.023174383 1.20513780 -1.3614716 45.20701
## 2151 11 0.167500901 1.20513780 -1.3614716 53.56074
## 2152 11 1.914941986 1.20513780 -1.3614716 39.81144
## 2153 11 -0.989474078 1.20513780 -1.3614716 50.22138
## 2154 11 0.766536218 1.20513780 -1.3614716 56.44444
## 2155 11 -1.369085814 1.20513780 -1.3614716 57.86623
## 2156 11 3.887303192 1.20513780 -1.3614716 47.31320
## 2157 11 2.131811287 1.20513780 -1.3614716 57.50851
## 2158 11 -2.894570835 1.20513780 -1.3614716 45.53442
## 2159 11 4.351349057 1.20513780 -1.3614716 54.58740
## 2160 11 3.923109253 1.20513780 -1.3614716 63.45377
## 2161 11 0.142336891 1.20513780 -1.3614716 43.55893
## 2162 11 -3.749648973 -0.70242237 -1.3614716 46.22074
## 2163 11 -0.605414302 -0.70242237 -1.3614716 52.03517
## 2164 11 2.844246463 -0.70242237 -1.3614716 52.32418
## 2165 11 1.030078755 -0.70242237 -1.3614716 60.72864
## 2166 11 0.589951427 -0.70242237 -1.3614716 50.32843
## 2167 11 -0.750037258 -0.70242237 -1.3614716 41.18095
## 2168 11 1.842416373 -0.70242237 -1.3614716 53.54728
## 2169 11 -2.067604900 -0.70242237 -1.3614716 51.42011
## 2170 11 -0.124960279 -0.70242237 -1.3614716 30.75835
## 2171 11 3.919171829 -0.70242237 -1.3614716 58.88788
## 2172 11 -0.924105006 -0.70242237 -1.3614716 51.59783
## 2173 11 -0.453012799 -0.70242237 -1.3614716 46.38312
## 2174 11 -3.312680580 -0.70242237 -1.3614716 52.39476
## 2175 11 -0.108975382 -0.70242237 -1.3614716 51.52308
## 2176 11 4.561933517 -0.70242237 -1.3614716 53.79938
## 2177 11 3.765144024 -0.70242237 -1.3614716 39.32190
## 2178 11 -1.699290745 -0.70242237 -1.3614716 52.57584
## 2179 11 5.172824285 -0.70242237 -1.3614716 70.77092
## 2180 12 2.932770944 0.55756703 0.1802755 46.38212
## 2181 12 -0.545640099 0.55756703 0.1802755 54.40707
## 2182 12 -0.595462290 0.55756703 0.1802755 43.45946
## 2183 12 -3.595721672 0.55756703 0.1802755 58.14552
## 2184 12 -5.295452026 0.55756703 0.1802755 46.09336
## 2185 12 0.314643095 0.55756703 0.1802755 50.12594
## 2186 12 -1.802179195 0.55756703 0.1802755 48.92858
## 2187 12 -5.164919019 0.55756703 0.1802755 53.09397
## 2188 12 -1.330787380 0.55756703 0.1802755 49.70196
## 2189 12 -3.746863310 0.55756703 0.1802755 65.35545
## 2190 12 3.982015510 0.55756703 0.1802755 60.59940
## 2191 12 -2.929369089 0.55756703 0.1802755 57.45371
## 2192 12 -10.365038696 0.55756703 0.1802755 67.57518
## 2193 12 -4.499652655 0.55756703 0.1802755 71.36052
## 2194 12 2.183931821 0.55756703 0.1802755 66.03706
## 2195 12 0.447357887 0.55756703 0.1802755 59.89569
## 2196 12 4.165086951 0.55756703 0.1802755 57.37750
## 2197 12 3.544253471 0.55756703 0.1802755 45.05005
## 2198 12 -4.006865470 0.55756703 0.1802755 39.54845
## 2199 12 2.585754191 0.55756703 0.1802755 42.71135
## 2200 12 2.277787011 0.55756703 0.1802755 49.93519
## 2201 12 1.692097985 0.55756703 0.1802755 74.75607
## 2202 12 -1.807867341 0.55756703 0.1802755 33.01717
## 2203 12 -1.652315350 0.55756703 0.1802755 42.25066
## 2204 12 -0.860106872 0.64632689 0.1802755 41.68075
## 2205 12 2.862006561 0.64632689 0.1802755 49.21544
## 2206 12 3.723486507 0.64632689 0.1802755 62.10705
## 2207 12 -3.283500241 0.64632689 0.1802755 50.38541
## 2208 12 1.781133517 0.64632689 0.1802755 39.26679
## 2209 12 2.151743778 0.64632689 0.1802755 37.03199
## 2210 12 -0.051034160 0.64632689 0.1802755 60.52621
## 2211 12 -1.331906175 0.64632689 0.1802755 53.93617
## 2212 12 1.660062741 0.64632689 0.1802755 56.53470
## 2213 12 -0.232626326 0.64632689 0.1802755 54.53522
## 2214 12 -1.071551534 0.64632689 0.1802755 64.49302
## 2215 12 -4.907803048 0.64632689 0.1802755 49.87799
## 2216 12 -1.992993461 0.64632689 0.1802755 58.38614
## 2217 12 2.840227530 0.64632689 0.1802755 48.95981
## 2218 12 -0.032573952 0.64632689 0.1802755 46.50399
## 2219 12 1.149169383 0.64632689 0.1802755 55.04140
## 2220 12 -2.440281854 0.64632689 0.1802755 63.65016
## 2221 12 0.761171044 0.64632689 0.1802755 52.68614
## 2222 12 -4.356127988 0.64632689 0.1802755 44.96611
## 2223 12 3.005809610 0.64632689 0.1802755 50.68091
## 2224 12 0.908195946 0.64632689 0.1802755 62.63937
## 2225 12 -1.888120306 0.64632689 0.1802755 60.96623
## 2226 12 -0.891902672 0.64632689 0.1802755 60.99666
## 2227 12 2.428742287 0.64632689 0.1802755 43.11277
## 2228 12 -2.123064857 0.64632689 0.1802755 50.35974
## 2229 12 4.483110108 1.41507142 0.1802755 65.37432
## 2230 12 6.058428122 1.41507142 0.1802755 54.07361
## 2231 12 1.014490522 1.41507142 0.1802755 50.83157
## 2232 12 -1.488379500 1.41507142 0.1802755 55.96652
## 2233 12 5.311243720 1.41507142 0.1802755 46.80622
## 2234 12 -2.165719858 1.41507142 0.1802755 74.30613
## 2235 12 6.001757301 1.41507142 0.1802755 55.82988
## 2236 12 -4.283074456 1.41507142 0.1802755 52.11810
## 2237 12 6.041920430 1.41507142 0.1802755 48.79776
## 2238 12 0.614317693 1.41507142 0.1802755 49.84699
## 2239 12 -2.931325378 1.41507142 0.1802755 53.01076
## 2240 12 4.506803470 1.41507142 0.1802755 45.92602
## 2241 12 3.139508654 1.41507142 0.1802755 62.05922
## 2242 12 -0.539572453 1.41507142 0.1802755 54.62082
## 2243 12 0.643059744 1.41507142 0.1802755 66.51218
## 2244 12 2.670573170 1.41507142 0.1802755 52.72341
## 2245 12 -1.293581838 1.41507142 0.1802755 65.27742
## 2246 12 -4.052707921 1.41507142 0.1802755 61.77655
## 2247 12 1.414337775 1.41507142 0.1802755 42.31937
## 2248 12 -1.757430377 1.41507142 0.1802755 49.84443
## 2249 12 3.459828697 1.41507142 0.1802755 42.33429
## 2250 12 7.875874536 1.41507142 0.1802755 39.27227
## 2251 12 -5.456225286 1.41507142 0.1802755 48.63643
## 2252 12 2.898600847 1.41507142 0.1802755 57.37171
## 2253 12 -6.003267331 2.61244176 0.1802755 47.29520
## 2254 12 -3.076459009 2.61244176 0.1802755 52.70833
## 2255 12 4.319715034 2.61244176 0.1802755 49.99946
## 2256 12 -0.708082025 2.61244176 0.1802755 52.48060
## 2257 12 3.168860679 2.61244176 0.1802755 44.48020
## 2258 12 2.504200604 2.61244176 0.1802755 54.09327
## 2259 12 3.524927984 2.61244176 0.1802755 57.28861
## 2260 12 -3.929913448 2.61244176 0.1802755 48.32637
## 2261 12 7.928510763 2.61244176 0.1802755 55.00800
## 2262 12 1.782646011 2.61244176 0.1802755 41.19633
## 2263 12 1.216915075 2.61244176 0.1802755 59.81553
## 2264 12 -2.705333294 2.61244176 0.1802755 47.85126
## 2265 12 3.280911545 2.61244176 0.1802755 38.91503
## 2266 12 -4.736492405 2.61244176 0.1802755 53.17135
## 2267 12 2.527149649 2.61244176 0.1802755 65.96811
## 2268 12 0.145448008 2.61244176 0.1802755 47.61561
## 2269 12 5.589466000 2.61244176 0.1802755 51.69932
## 2270 12 4.551342439 2.61244176 0.1802755 57.39013
## 2271 12 -2.241931363 2.61244176 0.1802755 57.93403
## 2272 12 -3.760282798 2.61244176 0.1802755 54.08055
## 2273 12 -1.810336776 2.61244176 0.1802755 59.88841
## 2274 12 -2.213724933 -5.11150488 0.1802755 50.78525
## 2275 12 -2.284271620 -5.11150488 0.1802755 55.91158
## 2276 12 1.279987235 -5.11150488 0.1802755 55.34664
## 2277 12 -0.171606519 -5.11150488 0.1802755 44.43107
## 2278 12 -4.826286060 -5.11150488 0.1802755 50.98237
## 2279 12 -1.756384991 -5.11150488 0.1802755 47.02413
## 2280 12 3.291530266 -5.11150488 0.1802755 53.12394
## 2281 12 -2.316109242 -5.11150488 0.1802755 55.73439
## 2282 12 -4.329426393 -5.11150488 0.1802755 52.31157
## 2283 12 -2.141455844 -5.11150488 0.1802755 48.49606
## 2284 12 -0.664799998 -5.11150488 0.1802755 52.30373
## 2285 12 3.168628378 -5.11150488 0.1802755 55.20542
## 2286 12 -4.466568605 -5.11150488 0.1802755 41.46888
## 2287 12 -2.989856403 -5.11150488 0.1802755 65.75284
## 2288 12 -0.902786985 -5.11150488 0.1802755 53.21834
## 2289 12 -2.725441503 -5.11150488 0.1802755 52.61350
## 2290 12 -4.004248873 -5.11150488 0.1802755 54.10396
## 2291 12 -1.646737190 -5.11150488 0.1802755 54.36867
## 2292 12 3.199467933 -5.11150488 0.1802755 59.31842
## 2293 12 -3.279032144 -5.11150488 0.1802755 40.75799
## 2294 12 -3.105687641 4.40927665 0.1802755 44.35277
## 2295 12 6.201423813 4.40927665 0.1802755 49.90394
## 2296 12 -4.457513574 4.40927665 0.1802755 55.80850
## 2297 12 -3.584202374 4.40927665 0.1802755 34.20676
## 2298 12 0.535678792 4.40927665 0.1802755 52.26101
## 2299 12 0.534958889 4.40927665 0.1802755 52.67037
## 2300 12 -4.606311992 4.40927665 0.1802755 54.46896
## 2301 12 3.411577703 4.40927665 0.1802755 60.56782
## 2302 12 -0.686651477 4.40927665 0.1802755 60.13006
## 2303 12 3.266782469 4.40927665 0.1802755 42.06384
## 2304 12 -3.944777719 4.40927665 0.1802755 50.45167
## 2305 12 2.527626019 4.40927665 0.1802755 52.51165
## 2306 12 3.589402952 4.40927665 0.1802755 41.21207
## 2307 12 2.949955213 4.40927665 0.1802755 48.48058
## 2308 12 -4.090823204 4.40927665 0.1802755 51.51915
## 2309 12 -2.405788768 4.40927665 0.1802755 58.98331
## 2310 12 5.014409682 4.40927665 0.1802755 36.79818
## 2311 12 -1.252629712 4.40927665 0.1802755 44.66337
## 2312 12 3.055266062 4.40927665 0.1802755 43.66863
## 2313 12 -6.804209412 4.40927665 0.1802755 46.45804
## 2314 12 -0.815231282 4.40927665 0.1802755 49.27385
## 2315 12 2.872357409 4.40927665 0.1802755 52.90588
## 2316 12 0.200832350 1.06165592 0.1802755 50.00462
## 2317 12 -4.154574024 1.06165592 0.1802755 46.51194
## 2318 12 0.503613938 1.06165592 0.1802755 42.29759
## 2319 12 -0.475392920 1.06165592 0.1802755 55.38062
## 2320 12 -3.094902875 1.06165592 0.1802755 51.71439
## 2321 12 4.770926687 1.06165592 0.1802755 56.62700
## 2322 12 2.881450238 1.06165592 0.1802755 37.88183
## 2323 12 -4.815938751 1.06165592 0.1802755 55.81524
## 2324 12 6.781477950 1.06165592 0.1802755 59.84032
## 2325 12 -0.662643081 1.06165592 0.1802755 67.56259
## 2326 12 0.311882830 1.06165592 0.1802755 46.68710
## 2327 12 0.961241236 1.06165592 0.1802755 45.41414
## 2328 12 3.543237278 1.06165592 0.1802755 42.51452
## 2329 12 -5.342916754 1.06165592 0.1802755 38.68149
## 2330 12 2.818541992 1.06165592 0.1802755 51.42216
## 2331 12 2.206254964 2.25600465 0.1802755 62.00973
## 2332 12 4.372085879 2.25600465 0.1802755 52.93063
## 2333 12 2.756267522 2.25600465 0.1802755 60.66161
## 2334 12 -1.304835106 2.25600465 0.1802755 53.69745
## 2335 12 -2.954215931 2.25600465 0.1802755 53.53817
## 2336 12 5.073550982 2.25600465 0.1802755 48.39045
## 2337 12 6.335988441 2.25600465 0.1802755 50.65496
## 2338 12 4.291852129 2.25600465 0.1802755 58.73307
## 2339 12 -3.594470037 2.25600465 0.1802755 55.00952
## 2340 12 -1.338191702 2.25600465 0.1802755 52.32321
## 2341 12 -5.170377522 2.25600465 0.1802755 49.84218
## 2342 12 8.945921483 2.25600465 0.1802755 62.02526
## 2343 12 0.492044365 2.25600465 0.1802755 55.30096
## 2344 12 2.939636808 2.25600465 0.1802755 61.68430
## 2345 12 -3.854776830 2.25600465 0.1802755 48.38420
## 2346 12 -3.267795927 2.25600465 0.1802755 38.29593
## 2347 12 4.464520455 2.25600465 0.1802755 54.01440
## 2348 12 0.634479585 2.25600465 0.1802755 58.35152
## 2349 12 -3.010018589 -2.01575317 0.1802755 66.47120
## 2350 12 0.142821640 -2.01575317 0.1802755 45.06860
## 2351 12 -1.007795698 -2.01575317 0.1802755 61.87558
## 2352 12 -2.588806218 -2.01575317 0.1802755 47.92218
## 2353 12 0.412262169 -2.01575317 0.1802755 39.05206
## 2354 12 0.168898906 -2.01575317 0.1802755 36.72688
## 2355 12 -5.715413545 -2.01575317 0.1802755 56.24079
## 2356 12 1.983025963 -2.01575317 0.1802755 61.88491
## 2357 12 -0.223044380 -2.01575317 0.1802755 33.13493
## 2358 12 5.885272587 -2.01575317 0.1802755 50.94498
## 2359 12 1.755603638 -2.01575317 0.1802755 69.12498
## 2360 12 2.905460806 -2.01575317 0.1802755 42.55712
## 2361 12 1.149033051 -2.01575317 0.1802755 51.90611
## 2362 12 -12.075981842 -2.01575317 0.1802755 61.53145
## 2363 12 2.841503285 -2.01575317 0.1802755 41.62784
## 2364 12 -1.392054830 -2.01575317 0.1802755 60.36808
## 2365 12 5.135346761 -2.01575317 0.1802755 46.53661
## 2366 12 2.054003007 -2.01575317 0.1802755 50.32778
## 2367 12 -2.220473959 1.30799265 0.1802755 42.98039
## 2368 12 3.519736557 1.30799265 0.1802755 44.14255
## 2369 12 -1.958558808 1.30799265 0.1802755 35.97952
## 2370 12 -6.341775607 1.30799265 0.1802755 59.22195
## 2371 12 -2.257243370 1.30799265 0.1802755 46.47239
## 2372 12 -0.385337245 1.30799265 0.1802755 54.45818
## 2373 12 -7.049639587 1.30799265 0.1802755 52.51966
## 2374 12 -3.080047733 1.30799265 0.1802755 52.30791
## 2375 12 -2.335470448 1.30799265 0.1802755 42.60595
## 2376 12 1.539234042 1.30799265 0.1802755 50.87089
## 2377 12 -1.165416916 1.30799265 0.1802755 59.25901
## 2378 12 -1.719575783 1.30799265 0.1802755 55.49258
## 2379 12 5.020761544 1.30799265 0.1802755 53.47587
## 2380 12 1.523568160 1.30799265 0.1802755 47.41185
## 2381 12 1.086974225 1.30799265 0.1802755 44.87181
## 2382 12 -5.970502160 1.30799265 0.1802755 41.55786
## 2383 12 -0.512191780 1.30799265 0.1802755 44.73754
## 2384 12 -3.834799262 1.30799265 0.1802755 44.32085
## 2385 12 -3.499782896 1.30799265 0.1802755 46.77361
## 2386 12 1.604778669 1.30799265 0.1802755 51.14543
## 2387 12 -3.040021524 1.30799265 0.1802755 63.42906
## 2388 12 -1.536203358 1.30799265 0.1802755 57.75070
## 2389 12 0.881621239 1.30799265 0.1802755 58.82345
## 2390 12 -2.972479295 1.30799265 0.1802755 51.99803
## 2391 12 5.170237169 1.30799265 0.1802755 50.80383
## 2392 13 -6.062422714 -6.10849435 -0.1994571 49.05009
## 2393 13 4.783669728 -6.10849435 -0.1994571 39.56864
## 2394 13 -0.514657208 -6.10849435 -0.1994571 53.59579
## 2395 13 -3.267892963 -6.10849435 -0.1994571 48.03120
## 2396 13 -2.259324956 -6.10849435 -0.1994571 48.96158
## 2397 13 -4.804070439 -6.10849435 -0.1994571 56.20562
## 2398 13 -3.486940900 -6.10849435 -0.1994571 42.46911
## 2399 13 2.986275476 -6.10849435 -0.1994571 49.92488
## 2400 13 -0.725742368 -6.10849435 -0.1994571 66.87699
## 2401 13 1.766480672 -6.10849435 -0.1994571 50.66634
## 2402 13 1.759879290 -6.10849435 -0.1994571 50.38531
## 2403 13 -0.335813852 -6.10849435 -0.1994571 39.63249
## 2404 13 0.325278685 -6.10849435 -0.1994571 60.80495
## 2405 13 -4.958452879 -6.10849435 -0.1994571 40.19161
## 2406 13 -0.544133242 -6.10849435 -0.1994571 49.50291
## 2407 13 1.808206112 -6.10849435 -0.1994571 38.51551
## 2408 13 1.877140639 -6.10849435 -0.1994571 47.47066
## 2409 13 -1.766381935 -6.10849435 -0.1994571 48.95517
## 2410 13 -1.627340823 -6.10849435 -0.1994571 45.91906
## 2411 13 3.104513542 -6.10849435 -0.1994571 54.28568
## 2412 13 3.219819823 -6.10849435 -0.1994571 43.10201
## 2413 13 -3.324465345 -6.10849435 -0.1994571 53.33537
## 2414 13 2.985176401 -1.28692074 -0.1994571 40.42643
## 2415 13 -4.762317946 -1.28692074 -0.1994571 61.78676
## 2416 13 0.454288096 -1.28692074 -0.1994571 49.35992
## 2417 13 -1.020781650 -1.28692074 -0.1994571 46.61428
## 2418 13 5.841714556 -1.28692074 -0.1994571 41.52060
## 2419 13 1.056947879 -1.28692074 -0.1994571 47.27076
## 2420 13 2.903347399 -1.28692074 -0.1994571 48.31413
## 2421 13 -0.263810918 -1.28692074 -0.1994571 48.60208
## 2422 13 0.089412049 -1.28692074 -0.1994571 48.08672
## 2423 13 0.531653712 -1.28692074 -0.1994571 60.12791
## 2424 13 2.317125922 -1.28692074 -0.1994571 32.22367
## 2425 13 -0.804294422 -1.28692074 -0.1994571 54.33643
## 2426 13 1.102362383 -1.28692074 -0.1994571 49.77771
## 2427 13 -0.337100921 -1.28692074 -0.1994571 45.21704
## 2428 13 1.101275234 -1.28692074 -0.1994571 42.68336
## 2429 13 -1.510628652 -1.28692074 -0.1994571 47.15112
## 2430 13 -2.944152795 -1.28692074 -0.1994571 51.02028
## 2431 13 2.702560969 -1.28692074 -0.1994571 52.72928
## 2432 13 -1.424273832 -1.28692074 -0.1994571 58.59038
## 2433 13 1.598657418 -0.68358178 -0.1994571 49.15813
## 2434 13 6.964088451 -0.68358178 -0.1994571 57.12103
## 2435 13 5.408093906 -0.68358178 -0.1994571 42.19441
## 2436 13 0.060268631 -0.68358178 -0.1994571 54.81131
## 2437 13 -0.428860307 -0.68358178 -0.1994571 66.48061
## 2438 13 2.541068475 -0.68358178 -0.1994571 50.04190
## 2439 13 -1.428815762 -0.68358178 -0.1994571 56.91777
## 2440 13 1.244082043 -0.68358178 -0.1994571 55.96428
## 2441 13 -2.404687763 -0.68358178 -0.1994571 52.79776
## 2442 13 -1.807715083 -0.68358178 -0.1994571 42.44802
## 2443 13 -4.144140148 -0.68358178 -0.1994571 53.93582
## 2444 13 -4.954740082 -0.68358178 -0.1994571 49.07531
## 2445 13 1.426103632 -0.68358178 -0.1994571 51.50766
## 2446 13 -1.416826786 -0.68358178 -0.1994571 46.99043
## 2447 13 -2.373085653 -0.68358178 -0.1994571 60.38909
## 2448 13 0.486039708 -0.68358178 -0.1994571 51.54999
## 2449 13 -6.107305971 -0.68358178 -0.1994571 57.90908
## 2450 13 2.731071476 -0.68358178 -0.1994571 48.75954
## 2451 13 0.494538570 -0.68358178 -0.1994571 39.49515
## 2452 13 2.843303957 -0.68358178 -0.1994571 60.12273
## 2453 13 0.297524178 -0.08964450 -0.1994571 46.89893
## 2454 13 -7.304421822 -0.08964450 -0.1994571 44.79861
## 2455 13 -8.694528224 -0.08964450 -0.1994571 49.16736
## 2456 13 -2.743656410 -0.08964450 -0.1994571 46.88951
## 2457 13 1.589642811 -0.08964450 -0.1994571 48.82801
## 2458 13 1.841555975 -0.08964450 -0.1994571 43.90640
## 2459 13 3.506377566 -0.08964450 -0.1994571 49.56175
## 2460 13 -2.121944064 -0.08964450 -0.1994571 46.85113
## 2461 13 -2.395478320 -0.08964450 -0.1994571 45.22592
## 2462 13 -1.902742821 -0.08964450 -0.1994571 50.48755
## 2463 13 -3.999534030 -0.08964450 -0.1994571 47.64643
## 2464 13 -4.872502469 -0.08964450 -0.1994571 62.58519
## 2465 13 -0.294886134 -0.08964450 -0.1994571 40.41743
## 2466 13 -6.412422786 -0.08964450 -0.1994571 42.06703
## 2467 13 0.387849795 -0.08964450 -0.1994571 49.26387
## 2468 13 0.436469268 -0.08964450 -0.1994571 39.87993
## 2469 13 0.571860859 -0.08964450 -0.1994571 47.38629
## 2470 13 1.485312602 -0.08964450 -0.1994571 46.46662
## 2471 13 4.246479812 -0.08964450 -0.1994571 36.62717
## 2472 13 -2.756698232 -0.08964450 -0.1994571 52.13078
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## 2474 13 1.268661965 -0.14553821 -0.1994571 45.77581
## 2475 13 3.141533121 -0.14553821 -0.1994571 44.75341
## 2476 13 2.381401157 -0.14553821 -0.1994571 56.62944
## 2477 13 -7.199587200 -0.14553821 -0.1994571 53.05724
## 2478 13 0.787961771 -0.14553821 -0.1994571 33.09436
## 2479 13 -0.319666713 -0.14553821 -0.1994571 57.86030
## 2480 13 9.015421394 -0.14553821 -0.1994571 50.29686
## 2481 13 -4.878069337 -0.14553821 -0.1994571 54.06640
## 2482 13 -2.373577240 -0.14553821 -0.1994571 49.20742
## 2483 13 0.282757156 -0.14553821 -0.1994571 50.41031
## 2484 13 1.887579548 -0.14553821 -0.1994571 52.70633
## 2485 13 -0.487656487 -0.14553821 -0.1994571 53.12555
## 2486 13 -3.236000491 -0.14553821 -0.1994571 51.53970
## 2487 13 3.636013395 -0.14553821 -0.1994571 64.44306
## 2488 13 2.300441429 -0.14553821 -0.1994571 44.62341
## 2489 13 -8.282513935 -0.14553821 -0.1994571 72.48577
## 2490 13 -1.302233698 -0.14553821 -0.1994571 51.78791
## 2491 13 0.305059634 -0.14553821 -0.1994571 43.14471
## 2492 13 4.472302846 -2.20674274 -0.1994571 55.20330
## 2493 13 4.522396172 -2.20674274 -0.1994571 47.89605
## 2494 13 -7.556368128 -2.20674274 -0.1994571 60.70369
## 2495 13 -1.971893410 -2.20674274 -0.1994571 54.01360
## 2496 13 0.338013954 -2.20674274 -0.1994571 53.03065
## 2497 13 -3.428018613 -2.20674274 -0.1994571 52.06743
## 2498 13 0.569854832 -2.20674274 -0.1994571 55.18402
## 2499 13 1.156044594 -2.20674274 -0.1994571 51.95772
## 2500 13 3.031264742 -2.20674274 -0.1994571 48.97250
## 2501 13 -4.178787987 -2.20674274 -0.1994571 49.41802
## 2502 13 6.768228677 -2.20674274 -0.1994571 60.03492
## 2503 13 -2.663817793 -2.20674274 -0.1994571 43.88212
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## 2505 13 -4.703278042 -2.20674274 -0.1994571 58.60712
## 2506 13 -1.476003065 -2.20674274 -0.1994571 44.91162
## 2507 13 -2.220229225 -2.20674274 -0.1994571 52.55033
## 2508 13 -1.809322237 -2.20674274 -0.1994571 49.38622
## 2509 13 -4.407626352 -2.20674274 -0.1994571 43.82342
## 2510 13 5.083485748 -2.20674274 -0.1994571 56.80274
## 2511 13 4.472330531 -2.20674274 -0.1994571 40.06263
## 2512 13 -0.877065291 -2.20674274 -0.1994571 49.11828
## 2513 13 1.661258978 -2.20674274 -0.1994571 42.70523
## 2514 13 2.827665010 -2.20674274 -0.1994571 45.14215
## 2515 13 2.477491315 -2.20674274 -0.1994571 38.67332
## 2516 13 2.966749737 1.12258181 -0.1994571 60.24035
## 2517 13 0.332670870 1.12258181 -0.1994571 36.69899
## 2518 13 2.564211086 1.12258181 -0.1994571 57.72177
## 2519 13 -2.692993749 1.12258181 -0.1994571 37.86865
## 2520 13 -2.304842444 1.12258181 -0.1994571 54.96609
## 2521 13 -0.151381174 1.12258181 -0.1994571 47.85709
## 2522 13 -2.749839098 1.12258181 -0.1994571 53.15695
## 2523 13 0.093075539 1.12258181 -0.1994571 66.30187
## 2524 13 -3.147395908 1.12258181 -0.1994571 35.22685
## 2525 13 -0.820672422 1.12258181 -0.1994571 51.20759
## 2526 13 0.046559403 1.12258181 -0.1994571 38.59840
## 2527 13 8.000252133 1.12258181 -0.1994571 49.60442
## 2528 13 1.042542498 1.12258181 -0.1994571 66.76217
## 2529 13 -0.923403411 1.12258181 -0.1994571 51.11865
## 2530 13 -2.815551450 1.12258181 -0.1994571 51.94643
## 2531 13 5.642863952 1.12258181 -0.1994571 48.16214
## 2532 13 7.031378366 1.12258181 -0.1994571 54.88574
## 2533 13 -0.242937098 1.12258181 -0.1994571 42.97153
## 2534 13 -2.765971313 1.12258181 -0.1994571 58.95568
## 2535 13 -2.649121534 1.12258181 -0.1994571 47.49576
## 2536 13 2.515868994 1.12258181 -0.1994571 51.85978
## 2537 13 -0.339789743 1.12258181 -0.1994571 55.83351
## 2538 13 -3.597757310 1.12258181 -0.1994571 58.91737
## 2539 13 -0.137923809 1.12258181 -0.1994571 42.98275
## 2540 13 0.550222719 -2.64394016 -0.1994571 53.29690
## 2541 13 1.076494240 -2.64394016 -0.1994571 55.43234
## 2542 13 2.309249825 -2.64394016 -0.1994571 66.12525
## 2543 13 -1.867652286 -2.64394016 -0.1994571 59.48088
## 2544 13 -1.495133507 -2.64394016 -0.1994571 41.63154
## 2545 13 4.603035807 -2.64394016 -0.1994571 47.72924
## 2546 13 -1.493214222 -2.64394016 -0.1994571 51.54514
## 2547 13 -1.706021084 -2.64394016 -0.1994571 50.45829
## 2548 13 3.422561342 -2.64394016 -0.1994571 51.11093
## 2549 13 2.218537882 -2.64394016 -0.1994571 53.99602
## 2550 13 -0.508040225 -2.64394016 -0.1994571 54.99029
## 2551 13 6.064834692 -2.64394016 -0.1994571 68.06283
## 2552 13 0.381183194 -2.64394016 -0.1994571 46.08130
## 2553 13 -2.767390971 -2.64394016 -0.1994571 57.09974
## 2554 13 -2.274508494 -2.64394016 -0.1994571 48.35376
## 2555 13 0.236526318 0.44662492 -0.1994571 36.94047
## 2556 13 3.859697372 0.44662492 -0.1994571 46.77507
## 2557 13 -2.856505268 0.44662492 -0.1994571 43.14257
## 2558 13 0.666590671 0.44662492 -0.1994571 39.41983
## 2559 13 0.735242471 0.44662492 -0.1994571 53.37595
## 2560 13 1.857917706 0.44662492 -0.1994571 43.98509
## 2561 13 -0.183550180 0.44662492 -0.1994571 59.88327
## 2562 13 -2.386330815 0.44662492 -0.1994571 51.47387
## 2563 13 -0.337631216 0.44662492 -0.1994571 33.98127
## 2564 13 4.493558805 0.44662492 -0.1994571 42.67991
## 2565 13 -2.124741066 0.44662492 -0.1994571 40.90431
## 2566 13 -1.921080255 0.44662492 -0.1994571 44.08972
## 2567 13 2.832568101 0.44662492 -0.1994571 38.37038
## 2568 13 -2.165088238 0.44662492 -0.1994571 45.17070
## 2569 13 0.567550972 0.44662492 -0.1994571 43.16656
## 2570 13 1.074152576 0.44662492 -0.1994571 31.39021
## 2571 13 4.600971917 0.44662492 -0.1994571 34.13551
## 2572 13 7.301602140 0.44662492 -0.1994571 49.51697
## 2573 13 2.210059922 0.44662492 -0.1994571 44.28864
## 2574 13 2.436413227 0.85748938 -0.1994571 50.38309
## 2575 13 -3.941006719 0.85748938 -0.1994571 45.36481
## 2576 13 -1.887355984 0.85748938 -0.1994571 51.89640
## 2577 13 -0.335614132 0.85748938 -0.1994571 48.84517
## 2578 13 0.163241297 0.85748938 -0.1994571 54.24746
## 2579 13 3.231998992 0.85748938 -0.1994571 54.32904
## 2580 13 -4.635567153 0.85748938 -0.1994571 34.47183
## 2581 13 -0.074275599 0.85748938 -0.1994571 49.65396
## 2582 13 -0.390593091 0.85748938 -0.1994571 47.65994
## 2583 13 -0.713774282 0.85748938 -0.1994571 45.60449
## 2584 13 0.718846207 0.85748938 -0.1994571 56.54139
## 2585 13 2.251216019 0.85748938 -0.1994571 48.58872
## 2586 13 -2.827868339 0.85748938 -0.1994571 39.47027
## 2587 13 -3.727414368 0.85748938 -0.1994571 45.32252
## 2588 13 0.667973283 0.85748938 -0.1994571 52.02617
## 2589 13 -3.566868963 0.85748938 -0.1994571 39.68127
## 2590 14 -0.012403569 -0.77337587 2.4218210 51.95042
## 2591 14 -2.021564258 -0.77337587 2.4218210 54.96108
## 2592 14 -0.743286258 -0.77337587 2.4218210 45.84340
## 2593 14 -1.291418952 -0.77337587 2.4218210 50.18666
## 2594 14 -0.263055209 -0.77337587 2.4218210 46.84678
## 2595 14 0.039407610 -0.77337587 2.4218210 41.81254
## 2596 14 4.923076453 -0.77337587 2.4218210 61.89220
## 2597 14 -2.681684680 -0.77337587 2.4218210 55.33209
## 2598 14 -3.273420747 -0.77337587 2.4218210 55.04425
## 2599 14 -0.465455941 -0.77337587 2.4218210 41.62935
## 2600 14 -3.926198932 -0.77337587 2.4218210 45.02342
## 2601 14 4.018777128 -0.77337587 2.4218210 59.62947
## 2602 14 -1.131818151 -0.77337587 2.4218210 53.94153
## 2603 14 -0.677898387 -0.77337587 2.4218210 47.49613
## 2604 14 -2.716598930 -0.77337587 2.4218210 38.07260
## 2605 14 5.333890655 -0.77337587 2.4218210 63.47448
## 2606 14 5.003785828 -0.77337587 2.4218210 60.12930
## 2607 14 1.568827626 -0.77337587 2.4218210 67.42483
## 2608 14 -1.482623644 -0.77337587 2.4218210 54.51074
## 2609 14 3.642373873 -0.77337587 2.4218210 43.27389
## 2610 14 1.457376861 -0.77337587 2.4218210 58.50358
## 2611 14 -3.024777950 -0.77337587 2.4218210 41.43953
## 2612 14 -4.143433056 -0.77337587 2.4218210 47.22429
## 2613 14 -6.262031548 -0.77337587 2.4218210 49.58971
## 2614 14 0.551831517 2.35048591 2.4218210 43.45225
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## 2616 14 -0.201921943 2.35048591 2.4218210 49.91636
## 2617 14 4.878612679 2.35048591 2.4218210 42.72775
## 2618 14 1.757711823 2.35048591 2.4218210 57.08950
## 2619 14 -7.518969534 2.35048591 2.4218210 60.83533
## 2620 14 -3.478635788 2.35048591 2.4218210 50.92184
## 2621 14 -4.119090256 2.35048591 2.4218210 62.69555
## 2622 14 1.438118807 2.35048591 2.4218210 57.28788
## 2623 14 4.408128976 2.35048591 2.4218210 47.45270
## 2624 14 -3.149371544 2.35048591 2.4218210 43.32423
## 2625 14 2.627730982 2.35048591 2.4218210 48.65175
## 2626 14 1.415472636 2.35048591 2.4218210 39.19445
## 2627 14 1.783274100 2.35048591 2.4218210 53.12545
## 2628 14 5.379634730 2.35048591 2.4218210 44.58903
## 2629 14 0.672474910 2.35048591 2.4218210 42.52391
## 2630 14 4.192511735 2.35048591 2.4218210 37.67598
## 2631 14 1.410885732 2.35048591 2.4218210 61.44985
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## 2633 14 -1.030530108 2.35048591 2.4218210 60.67002
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## 2691 14 -7.287693747 3.05050135 2.4218210 51.47877
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## 2694 14 -1.709074356 3.05050135 2.4218210 45.55853
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## 2696 14 3.449695481 3.05050135 2.4218210 41.42469
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## 2700 14 -0.054226138 3.05050135 2.4218210 51.41849
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## 2702 14 -1.118008688 3.05050135 2.4218210 39.19507
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## 2704 14 5.183313803 3.05050135 2.4218210 48.45780
## 2705 14 0.053369042 3.05050135 2.4218210 50.49414
## 2706 14 2.209484248 3.05050135 2.4218210 55.49051
## 2707 14 0.940143200 3.05050135 2.4218210 58.53482
## 2708 14 1.115830135 3.05050135 2.4218210 57.24857
## 2709 14 2.341259973 -1.72312727 2.4218210 59.44243
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## 2718 14 -2.306531334 -1.72312727 2.4218210 58.60986
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## 2893 15 1.901733711 -0.18020634 0.1624985 61.77275
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## 2903 15 1.707594611 -5.04804934 0.1624985 55.12161
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## 2905 15 0.817540466 -5.04804934 0.1624985 55.46362
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## 2907 15 1.885363582 -5.04804934 0.1624985 69.94943
## 2908 15 -2.457378154 -5.04804934 0.1624985 54.22237
## 2909 15 1.407749916 -5.04804934 0.1624985 56.58854
## 2910 15 1.562057402 -5.04804934 0.1624985 71.57620
## 2911 15 -1.705187163 -5.04804934 0.1624985 43.61159
## 2912 15 0.522025547 -5.04804934 0.1624985 76.36703
## 2913 15 -4.274646455 -5.04804934 0.1624985 42.36612
## 2914 15 2.391333476 -5.04804934 0.1624985 47.22385
## 2915 15 2.734596395 -5.04804934 0.1624985 51.73575
## 2916 15 0.664014676 0.31987321 0.1624985 36.46588
## 2917 15 4.584175490 0.31987321 0.1624985 66.11932
## 2918 15 -4.809016631 0.31987321 0.1624985 52.52336
## 2919 15 -3.410961935 0.31987321 0.1624985 71.81415
## 2920 15 -2.791093004 0.31987321 0.1624985 66.18387
## 2921 15 1.952086829 0.31987321 0.1624985 43.57698
## 2922 15 0.595377338 0.31987321 0.1624985 59.22752
## 2923 15 -2.151352095 0.31987321 0.1624985 55.42858
## 2924 15 1.389731586 0.31987321 0.1624985 59.50892
## 2925 15 -2.895581274 0.31987321 0.1624985 53.11061
## 2926 15 -0.488178621 0.31987321 0.1624985 50.33925
## 2927 15 3.357377730 0.31987321 0.1624985 37.07784
## 2928 15 2.212571649 0.31987321 0.1624985 45.47908
## 2929 15 -1.395705760 0.31987321 0.1624985 42.74422
## 2930 15 0.035605422 0.31987321 0.1624985 48.31170
## 2931 15 -3.008129042 0.31987321 0.1624985 53.31349
## 2932 15 -1.997436338 0.31987321 0.1624985 57.32346
## 2933 15 6.516606030 0.31987321 0.1624985 48.86213
## 2934 15 1.137592797 0.31987321 0.1624985 45.46348
## 2935 15 1.261013812 0.31987321 0.1624985 57.13292
## 2936 15 -7.468484938 0.31987321 0.1624985 43.62362
## 2937 15 2.002726099 0.31987321 0.1624985 24.13454
## 2938 15 5.117839993 0.31987321 0.1624985 40.56199
## 2939 15 -2.011720542 0.31987321 0.1624985 48.32942
## 2940 15 1.092519902 0.13328567 0.1624985 45.92307
## 2941 15 -1.799316321 0.13328567 0.1624985 57.87122
## 2942 15 -2.144443801 0.13328567 0.1624985 35.13102
## 2943 15 1.296376270 0.13328567 0.1624985 56.75641
## 2944 15 -3.331172660 0.13328567 0.1624985 65.30476
## 2945 15 -1.384706577 0.13328567 0.1624985 50.88969
## 2946 15 2.071616849 0.13328567 0.1624985 51.17448
## 2947 15 2.821559513 0.13328567 0.1624985 53.14602
## 2948 15 2.306499875 0.13328567 0.1624985 42.33423
## 2949 15 -3.731814056 0.13328567 0.1624985 48.62017
## 2950 15 -1.443735188 0.13328567 0.1624985 37.59374
## 2951 15 -2.056605995 0.13328567 0.1624985 45.15203
## 2952 15 -2.232815871 0.13328567 0.1624985 48.75486
## 2953 15 1.899435556 0.13328567 0.1624985 42.93058
## 2954 15 2.152853903 0.13328567 0.1624985 49.16653
## 2955 15 -4.507501524 0.13328567 0.1624985 48.95624
## 2956 15 5.463681642 0.13328567 0.1624985 58.48375
## 2957 15 -2.258570421 0.13328567 0.1624985 60.92836
## 2958 15 2.850584075 0.68281785 0.1624985 56.82504
## 2959 15 -6.813539116 0.68281785 0.1624985 51.11013
## 2960 15 -0.890940855 0.68281785 0.1624985 43.52208
## 2961 15 4.327503618 0.68281785 0.1624985 44.72142
## 2962 15 3.265849204 0.68281785 0.1624985 55.00282
## 2963 15 -1.222215720 0.68281785 0.1624985 57.58629
## 2964 15 0.685647596 0.68281785 0.1624985 62.57941
## 2965 15 0.487883839 0.68281785 0.1624985 55.37157
## 2966 15 0.462439113 0.68281785 0.1624985 56.98015
## 2967 15 1.249964202 0.68281785 0.1624985 42.94039
## 2968 15 -2.910444708 0.68281785 0.1624985 58.03266
## 2969 15 1.225696793 0.68281785 0.1624985 43.56116
## 2970 15 -5.411179618 0.68281785 0.1624985 56.89365
## 2971 15 -0.059272867 0.68281785 0.1624985 61.57185
## 2972 15 -4.623993852 0.68281785 0.1624985 50.23338
## 2973 15 -4.711350204 0.68281785 0.1624985 51.38973
## 2974 15 5.068641090 0.68281785 0.1624985 46.95263
## 2975 15 -1.146223557 0.68281785 0.1624985 48.38637
## 2976 15 -0.015330085 0.68281785 0.1624985 54.40700
## 2977 15 0.759925964 0.68281785 0.1624985 57.03058
## 2978 15 -0.190664506 0.68281785 0.1624985 58.35736
## 2979 15 4.644200809 0.68281785 0.1624985 42.11659
## 2980 15 -0.202698426 0.68281785 0.1624985 57.63347
## 2981 15 0.053936558 0.68281785 0.1624985 48.89857
## 2982 15 1.376953118 0.68281785 0.1624985 45.42570
## 2983 15 3.304583352 -1.66279328 0.1624985 52.70802
## 2984 15 6.155017319 -1.66279328 0.1624985 58.39467
## 2985 15 -3.341399295 -1.66279328 0.1624985 54.93429
## 2986 15 -0.775039600 -1.66279328 0.1624985 52.86582
## 2987 15 3.505202580 -1.66279328 0.1624985 49.21045
## 2988 15 -4.571467100 -1.66279328 0.1624985 62.02842
## 2989 15 -0.702560602 -1.66279328 0.1624985 54.33542
## 2990 15 -0.780958956 -1.66279328 0.1624985 59.82021
## 2991 15 -2.829171375 -1.66279328 0.1624985 46.33078
## 2992 15 -0.298106906 -1.66279328 0.1624985 32.13619
## 2993 15 0.152179516 -1.66279328 0.1624985 53.60510
## 2994 15 2.420267243 -1.66279328 0.1624985 52.80623
## 2995 15 -3.452838337 -1.66279328 0.1624985 62.47600
## 2996 15 0.756811948 -1.66279328 0.1624985 47.28634
## 2997 15 1.021753345 -1.66279328 0.1624985 58.90691
## 2998 15 0.930282972 -1.66279328 0.1624985 61.60842
## 2999 15 -0.551215674 -1.66279328 0.1624985 50.16601
## 3000 15 -2.364126254 -1.66279328 0.1624985 51.51379
## 3001 15 -2.159394907 -1.66279328 0.1624985 55.53032
## 3002 15 -2.241059886 -1.66279328 0.1624985 49.39603
## 3003 15 6.138463105 -1.66279328 0.1624985 44.17967
## 3004 15 -1.232020979 -1.66279328 0.1624985 55.74398
## 3005 15 -3.131171242 -1.66279328 0.1624985 41.43718
## 3006 15 -2.643103101 -1.66279328 0.1624985 53.87474
## 3007 15 0.023700371 -1.66279328 0.1624985 67.82517
## random_effects achievement
## 1 3.29772915 72.97535
## 2 3.29772915 56.82956
## 3 3.29772915 65.43783
## 4 3.29772915 52.82987
## 5 3.29772915 52.97343
## 6 3.29772915 75.12043
## 7 3.29772915 72.82878
## 8 3.29772915 48.66490
## 9 3.29772915 61.42585
## 10 3.29772915 55.15418
## 11 3.29772915 61.04714
## 12 3.29772915 48.54808
## 13 3.29772915 74.72064
## 14 3.29772915 48.93698
## 15 3.29772915 48.55054
## 16 3.29772915 60.60445
## 17 3.29772915 43.98934
## 18 5.46385698 60.81020
## 19 5.46385698 74.60587
## 20 5.46385698 56.61136
## 21 5.46385698 55.21203
## 22 5.46385698 53.96101
## 23 5.46385698 49.59978
## 24 5.46385698 65.99122
## 25 5.46385698 34.25524
## 26 5.46385698 61.05066
## 27 5.46385698 59.35186
## 28 5.46385698 53.84074
## 29 5.46385698 44.40097
## 30 5.46385698 59.24379
## 31 5.46385698 55.42438
## 32 5.46385698 57.39762
## 33 5.46385698 54.85147
## 34 5.46385698 58.05106
## 35 5.46385698 51.25205
## 36 2.74150248 45.36870
## 37 2.74150248 49.64726
## 38 2.74150248 56.90142
## 39 2.74150248 59.54050
## 40 2.74150248 48.64199
## 41 2.74150248 67.37868
## 42 2.74150248 61.70011
## 43 2.74150248 65.54715
## 44 2.74150248 63.76157
## 45 2.74150248 64.26594
## 46 2.74150248 61.02889
## 47 2.74150248 45.14687
## 48 2.74150248 66.87757
## 49 2.74150248 70.10146
## 50 2.74150248 45.20630
## 51 2.74150248 46.26667
## 52 2.74150248 58.87256
## 53 2.74150248 58.04617
## 54 2.74150248 54.65674
## 55 2.74150248 52.48851
## 56 2.74150248 79.37335
## 57 2.74150248 51.22354
## 58 0.33386959 56.53678
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## 60 0.33386959 56.35677
## 61 0.33386959 60.32072
## 62 0.33386959 55.93722
## 63 0.33386959 51.02628
## 64 0.33386959 57.35543
## 65 0.33386959 52.81483
## 66 0.33386959 65.01894
## 67 0.33386959 46.56464
## 68 0.33386959 41.10137
## 69 0.33386959 42.19503
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## 71 0.33386959 55.49612
## 72 0.33386959 54.24246
## 73 0.33386959 48.25297
## 74 0.28893868 60.53849
## 75 0.28893868 45.68941
## 76 0.28893868 58.43657
## 77 0.28893868 36.83528
## 78 0.28893868 39.99142
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## 80 0.28893868 60.76086
## 81 0.28893868 47.16515
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## 86 0.28893868 47.79090
## 87 0.28893868 82.01692
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## 89 0.28893868 29.89472
## 90 0.28893868 37.99389
## 91 0.28893868 53.76810
## 92 0.28893868 47.17501
## 93 0.28893868 52.66330
## 94 0.28893868 59.49700
## 95 2.26250067 40.76055
## 96 2.26250067 44.35300
## 97 2.26250067 59.50889
## 98 2.26250067 61.30001
## 99 2.26250067 60.66291
## 100 2.26250067 48.25695
## 101 2.26250067 58.32399
## 102 2.26250067 48.81230
## 103 2.26250067 53.13446
## 104 2.26250067 58.97661
## 105 2.26250067 46.44669
## 106 2.26250067 42.81796
## 107 2.26250067 58.87165
## 108 2.26250067 53.25043
## 109 2.26250067 55.66465
## 110 2.26250067 65.03489
## 111 2.26250067 55.13969
## 112 2.26250067 36.90667
## 113 2.26250067 53.95451
## 114 2.26250067 66.52452
## 115 2.26250067 77.86769
## 116 2.26250067 49.28841
## 117 2.26250067 49.22248
## 118 2.26250067 38.20547
## 119 1.07622134 53.37519
## 120 1.07622134 46.28967
## 121 1.07622134 42.70178
## 122 1.07622134 56.64623
## 123 1.07622134 43.46832
## 124 1.07622134 44.32439
## 125 1.07622134 63.94234
## 126 1.07622134 69.92894
## 127 1.07622134 51.24510
## 128 1.07622134 54.96373
## 129 1.07622134 52.24860
## 130 1.07622134 46.93392
## 131 1.07622134 47.13340
## 132 1.07622134 56.83371
## 133 1.07622134 55.60014
## 134 1.07622134 54.74325
## 135 1.07622134 71.62061
## 136 1.07622134 59.02369
## 137 1.07622134 36.50116
## 138 1.07622134 59.50812
## 139 1.07622134 50.45163
## 140 1.07622134 64.77327
## 141 1.07622134 35.39290
## 142 1.07622134 46.90837
## 143 1.07622134 58.86072
## 144 -4.56908971 60.35102
## 145 -4.56908971 63.26265
## 146 -4.56908971 43.66916
## 147 -4.56908971 50.71108
## 148 -4.56908971 36.83342
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## 151 -4.56908971 52.61002
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## 184 2.22298472 40.67098
## 185 2.22298472 53.07822
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## 187 2.22298472 74.16485
## 188 -1.10558159 33.89486
## 189 -1.10558159 49.65861
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## 224 -0.48898710 70.33903
## 225 2.61699584 55.13104
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## 304 0.78777223 55.08491
## 305 0.78777223 53.13619
## 306 0.78777223 59.05767
## 307 0.78777223 58.15091
## 308 3.73073343 57.50314
## 309 3.73073343 45.00497
## 310 3.73073343 54.89695
## 311 3.73073343 71.23596
## 312 3.73073343 59.49573
## 313 3.73073343 51.22859
## 314 3.73073343 57.37839
## 315 3.73073343 66.74044
## 316 3.73073343 53.68306
## 317 3.73073343 66.74568
## 318 3.73073343 49.51695
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## 320 3.73073343 56.71833
## 321 3.73073343 49.31193
## 322 3.73073343 36.47849
## 323 3.73073343 63.65840
## 324 3.73073343 73.44336
## 325 3.73073343 54.62704
## 326 3.73073343 40.79140
## 327 3.73073343 51.74671
## 328 3.73073343 54.99939
## 329 3.73073343 66.21611
## 330 3.73073343 57.46139
## 331 3.73073343 58.60688
## 332 -0.44904317 56.75121
## 333 -0.44904317 41.42356
## 334 -0.44904317 55.19912
## 335 -0.44904317 63.49437
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## 340 -0.44904317 54.20972
## 341 -0.44904317 41.36315
## 342 -0.44904317 54.27852
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## 346 -0.44904317 45.47424
## 347 -0.31401721 52.40563
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## 350 -0.31401721 62.47680
## 351 -0.31401721 57.15677
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## 353 -0.31401721 45.31375
## 354 -0.31401721 54.54231
## 355 -0.31401721 36.51944
## 356 -0.31401721 36.74078
## 357 -0.31401721 40.34016
## 358 -0.31401721 58.32822
## 359 -0.31401721 45.77873
## 360 -0.31401721 60.03920
## 361 -0.31401721 45.08691
## 362 -0.31401721 39.72875
## 363 -0.31401721 36.54788
## 364 -0.31401721 59.08476
## 365 -0.31401721 54.41724
## 366 -0.31401721 50.52033
## 367 -0.31401721 58.69246
## 368 -0.31401721 49.47413
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## 372 2.84309206 52.49898
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## 381 2.84309206 60.12307
## 382 2.84309206 43.89538
## 383 2.84309206 65.76365
## 384 2.84309206 58.98627
## 385 2.84309206 52.11135
## 386 2.84309206 57.55766
## 387 2.84309206 58.24266
## 388 2.84309206 42.42031
## 389 2.84309206 37.13979
## 390 -0.06489872 56.34581
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## 1731 6.24622302 57.19171
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## 1733 6.24622302 65.04671
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## 1787 5.31545464 61.17510
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## 1800 4.43962875 46.40664
## 1801 4.43962875 69.40945
## 1802 4.43962875 63.20173
## 1803 4.43962875 66.22616
## 1804 4.43962875 67.00748
## 1805 4.43962875 54.20310
## 1806 4.43962875 47.19376
## 1807 4.43962875 49.99971
## 1808 4.43962875 37.71931
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## 1810 4.43962875 55.67554
## 1811 4.43962875 62.38742
## 1812 2.87523968 42.97163
## 1813 2.87523968 62.99652
## 1814 2.87523968 50.26204
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## 1816 2.87523968 58.41642
## 1817 2.87523968 47.19781
## 1818 2.87523968 60.97369
## 1819 2.87523968 58.33776
## 1820 2.87523968 48.20815
## 1821 2.87523968 58.85528
## 1822 2.87523968 58.62577
## 1823 2.87523968 50.01622
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## 1825 2.87523968 48.65578
## 1826 2.87523968 66.73567
## 1827 2.29792104 61.20111
## 1828 2.29792104 54.34890
## 1829 2.29792104 53.15386
## 1830 2.29792104 63.40040
## 1831 2.29792104 58.37306
## 1832 2.29792104 46.34829
## 1833 2.29792104 71.50507
## 1834 2.29792104 54.56881
## 1835 2.29792104 59.00557
## 1836 2.29792104 65.33655
## 1837 2.29792104 63.65467
## 1838 2.29792104 53.61628
## 1839 2.29792104 60.46215
## 1840 2.29792104 67.91165
## 1841 2.29792104 42.09153
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## 1854 -0.53280704 49.84695
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## 1857 -2.11838225 46.04869
## 1858 -2.11838225 53.40155
## 1859 -2.11838225 31.67247
## 1860 -2.11838225 54.52007
## 1861 -2.11838225 53.17646
## 1862 -2.11838225 58.47789
## 1863 -2.11838225 38.56233
## 1864 -2.11838225 67.50450
## 1865 -2.11838225 57.51737
## 1866 -2.11838225 64.59738
## 1867 -2.11838225 51.82138
## 1868 -2.11838225 61.65001
## 1869 -2.11838225 58.35177
## 1870 -2.11838225 46.83316
## 1871 -2.11838225 38.74037
## 1872 -2.11838225 49.15594
## 1873 -2.11838225 38.81608
## 1874 4.88771846 49.50648
## 1875 4.88771846 47.99793
## 1876 4.88771846 43.93196
## 1877 4.88771846 42.64446
## 1878 4.88771846 60.63606
## 1879 4.88771846 60.32344
## 1880 4.88771846 59.17792
## 1881 4.88771846 58.09446
## 1882 4.88771846 58.18539
## 1883 4.88771846 56.69127
## 1884 4.88771846 70.42678
## 1885 4.88771846 43.39495
## 1886 4.88771846 54.70739
## 1887 4.88771846 51.27888
## 1888 4.88771846 60.22676
## 1889 4.88771846 51.16404
## 1890 4.88771846 59.42654
## 1891 4.88771846 46.33410
## 1892 4.88771846 48.18063
## 1893 4.88771846 52.31803
## 1894 3.82688380 45.75870
## 1895 3.82688380 61.65738
## 1896 3.82688380 68.18123
## 1897 3.82688380 72.98723
## 1898 3.82688380 54.99063
## 1899 3.82688380 59.51206
## 1900 3.82688380 62.54430
## 1901 3.82688380 50.42964
## 1902 3.82688380 47.65396
## 1903 3.82688380 44.13514
## 1904 3.82688380 47.89851
## 1905 3.82688380 61.92777
## 1906 3.82688380 68.03019
## 1907 3.82688380 51.01213
## 1908 3.82688380 54.38094
## 1909 3.82688380 52.79713
## 1910 1.94829242 57.81783
## 1911 1.94829242 52.75867
## 1912 1.94829242 54.26843
## 1913 1.94829242 54.34146
## 1914 1.94829242 46.54002
## 1915 1.94829242 68.87878
## 1916 1.94829242 48.84171
## 1917 1.94829242 38.30494
## 1918 1.94829242 50.81425
## 1919 1.94829242 54.47835
## 1920 1.94829242 66.02523
## 1921 1.94829242 49.28343
## 1922 1.94829242 67.17863
## 1923 1.94829242 63.40933
## 1924 1.94829242 61.56647
## 1925 1.94829242 51.04331
## 1926 1.94829242 45.95989
## 1927 1.94829242 71.32462
## 1928 1.94829242 61.08567
## 1929 1.94829242 64.07262
## 1930 1.94829242 77.73361
## 1931 1.94829242 51.43038
## 1932 1.94829242 66.23202
## 1933 1.94829242 52.13276
## 1934 -1.67731672 56.86210
## 1935 -1.67731672 60.88786
## 1936 -1.67731672 46.70171
## 1937 -1.67731672 45.63566
## 1938 -1.67731672 58.74025
## 1939 -1.67731672 53.81618
## 1940 -1.67731672 58.27785
## 1941 -1.67731672 51.81325
## 1942 -1.67731672 35.04161
## 1943 -1.67731672 54.85808
## 1944 -1.67731672 48.75206
## 1945 -1.67731672 48.26279
## 1946 -1.67731672 64.34920
## 1947 -1.67731672 39.49710
## 1948 -1.67731672 55.14266
## 1949 -1.67731672 58.83522
## 1950 -1.67731672 50.99854
## 1951 -1.67731672 45.95879
## 1952 -1.67731672 52.98080
## 1953 -1.88617724 66.72770
## 1954 -1.88617724 62.50755
## 1955 -1.88617724 47.50528
## 1956 -1.88617724 49.37503
## 1957 -1.88617724 52.44391
## 1958 -1.88617724 49.54040
## 1959 -1.88617724 45.80461
## 1960 -1.88617724 48.22647
## 1961 -1.88617724 70.80335
## 1962 -1.88617724 53.34493
## 1963 -1.88617724 46.71052
## 1964 -1.88617724 55.22576
## 1965 -1.88617724 59.73170
## 1966 -1.88617724 42.69429
## 1967 -1.88617724 40.51947
## 1968 -1.88617724 52.06449
## 1969 -1.88617724 43.58701
## 1970 -1.88617724 62.69439
## 1971 -1.88617724 30.29025
## 1972 -1.88617724 52.65984
## 1973 -1.88617724 42.17384
## 1974 -1.88617724 41.44640
## 1975 -1.88617724 57.88222
## 1976 1.75418591 44.98525
## 1977 1.75418591 58.61548
## 1978 1.75418591 61.32859
## 1979 1.75418591 66.29254
## 1980 1.75418591 59.92517
## 1981 1.75418591 52.43466
## 1982 1.75418591 72.91781
## 1983 1.75418591 64.90342
## 1984 1.75418591 59.73868
## 1985 1.75418591 52.03822
## 1986 1.75418591 48.71312
## 1987 1.75418591 59.65071
## 1988 1.75418591 36.56062
## 1989 1.75418591 51.25791
## 1990 1.75418591 44.87078
## 1991 1.75418591 57.44133
## 1992 1.75418591 58.39699
## 1993 1.75418591 60.25513
## 1994 1.75418591 52.30233
## 1995 1.75418591 59.45814
## 1996 1.75418591 56.20834
## 1997 -2.46961446 43.89537
## 1998 -2.46961446 64.91710
## 1999 -2.46961446 31.35303
## 2000 -2.46961446 35.69746
## 2001 -2.46961446 44.63032
## 2002 -2.46961446 47.00342
## 2003 -2.46961446 49.78019
## 2004 -2.46961446 53.97406
## 2005 -2.46961446 45.94885
## 2006 -2.46961446 53.95960
## 2007 -2.46961446 47.09815
## 2008 -2.46961446 56.47260
## 2009 -2.46961446 52.79582
## 2010 -2.46961446 42.35637
## 2011 -2.46961446 54.40925
## 2012 0.17383880 61.54465
## 2013 0.17383880 46.23790
## 2014 0.17383880 55.45477
## 2015 0.17383880 40.43681
## 2016 0.17383880 48.00908
## 2017 0.17383880 24.43046
## 2018 0.17383880 41.25796
## 2019 0.17383880 49.38799
## 2020 0.17383880 37.25786
## 2021 0.17383880 54.22786
## 2022 0.17383880 37.55014
## 2023 0.17383880 47.93844
## 2024 0.17383880 46.96041
## 2025 0.17383880 41.56178
## 2026 0.17383880 41.12343
## 2027 0.17383880 49.39410
## 2028 0.17383880 46.76063
## 2029 0.17383880 44.59794
## 2030 0.17383880 50.90307
## 2031 -1.58279294 40.63090
## 2032 -1.58279294 56.13013
## 2033 -1.58279294 44.66057
## 2034 -1.58279294 67.71941
## 2035 -1.58279294 54.97721
## 2036 -1.58279294 30.11152
## 2037 -1.58279294 51.55968
## 2038 -1.58279294 56.08138
## 2039 -1.58279294 42.11960
## 2040 -1.58279294 48.50012
## 2041 -1.58279294 37.41111
## 2042 -1.58279294 58.77662
## 2043 -1.58279294 52.94876
## 2044 -1.58279294 53.04428
## 2045 -1.58279294 47.39371
## 2046 -1.58279294 51.88555
## 2047 -1.58279294 47.18753
## 2048 -1.58279294 44.01163
## 2049 -1.58279294 56.78908
## 2050 -1.58279294 53.51142
## 2051 -1.58279294 58.83620
## 2052 -1.58279294 46.25831
## 2053 4.17854494 62.07989
## 2054 4.17854494 53.61424
## 2055 4.17854494 45.59167
## 2056 4.17854494 49.76567
## 2057 4.17854494 63.71428
## 2058 4.17854494 74.26233
## 2059 4.17854494 44.53343
## 2060 4.17854494 68.53129
## 2061 4.17854494 60.92901
## 2062 4.17854494 54.81291
## 2063 4.17854494 63.08845
## 2064 4.17854494 35.31280
## 2065 4.17854494 49.49624
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