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Spline Simulation with simglm2 months ago
Spline Simulation | Natural Cubic Spline | Generating an Outcome | B-Spline Basis | Model Fitting | Power Simulation
Robust Multi-Column and Table Workflows5 months ago
Data | Coordinate-Based Column Rectification | Cleaning Page Artifacts and Section Headings | Table Control in keyword_search() | Enhanced extract_tables() | Table-Block Tuning Reference | Cross-Page Sentence Conversion (Optional) | Summary
Propensity Simulation for simglm7 months ago
Simulate Propensity Scores | Include Propensity scores into broader process | Model fitting with propensity scores | Multilevel Propensity Scores | Multilevel propensity scores - level 2 treatment
Example Chapter Becker Aloe Cheung1 years ago
Calculate OS | Master Prep Data Function | Fit path model | Team | Individual | Partial correlation matrix | Partial from uni approach
Tidy Simulation with simglm3 years ago
Functions for Basic Simulation | First Linear Regression Example | Fixed Portion of Model | Simulate Random Error | Generate Response Variable | Generate Response with more than 2 factor levels | Non-normal Outcomes | Functions for Power Analysis | Replicate Analysis | Nested Designs
Simulation Argument Details for simglm3 years ago
Fixed Arguments | Time Variable | Continuous Variable | Floor or Ceiling Effects | Ordinal Variable | Factor Variable | Force Balanced Simulation | Knot Variables | Random Error Arguments | Optional Arguments for Random Error | Heterogeneity of Variance | Random Effect Arguments | Multiple Membership Random Effects | Correlated Fixed and Random Effects | Fixed Effect Correlation | Random Effect Correlation | Unbalanced level 2 and 3 designs | Unbalanced Level 2 Example | Unbalanced Level 3 Example | Missing Data Arguments | Random Missing Data | MAR Missing Data | Dropout Missing Data | Specify location of dropout | Model Fit Arguments | Changing Family Argument | Adding Serial Correlation | Marginal Models | Power Arguments | Vary Simulation Arguments | Varying Arguments to Compute Power
The Basics of highlightHTML6 years ago
Basic Example | Styling Text | From (R)markdown to HTML directly. | Simple Example of Package Workflow
Getting Started with pdfsearch7 years ago
Basic Usage | keyword_search Example | Surrounding lines of text | Combine hyphenated words | Split document into words | keyword_directory Example | Limitations | Shiny App