Materials
Materials for each week are available from the side menu. The table below outlines the weekly topics.
| Weekly topics | |
|---|---|
| Week 1 Tools | R, RStudio, Markdown, Quarto and other tools of the trade |
| Week 2 Lines | Linear models and their limitations |
| Week 3 Curves | Logistic regression and other generalised linear models |
| Week 4 Paths | Graphical models and considerations for causal analysis |
| Week 5 Interactions | Estimating, plotting and interpreting interaction effects |
| Week 6 Temporalities | Panel, longitudinal and time-series analysis |
| Week 7 Hierarchies | Hierarchical data structures and multilevel modelling |
| Week 8 Designs | Simulation-based power analysis for study design |
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