Materials
Materials for each week are available from the side menu. The table below outlines the weekly topics.
| Weekly topics | |
|---|---|
| Week 1 Mind your language | A brief introduction to R, RStudio, and other tools of the trade |
| Week 2 Escaping Flatland | Linear models and their limitations |
| Week 3 Categories | Logistic regression and other generalised linear models |
| Week 4 Interactions | Estimating, graphing and interpreting interaction effects |
| Week 5 Biases | Considerations for causal analysis |
| Week 6 Hierarchies | Multilevel models |
| Week 7 Temporalities | Time series, panel and longitudinal data analysis |
| Week 8 Study design | Simulation-based power analysis for study design |
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