These are introductory and intermediate R courses for researchers in health, behavioral, social, and educational sciences. The material is taught to be used by very applied individuals with minimal statistical training. The overall goal is to empower reproducible research using R and RMarkdown.
My most recent class material can be found below:
Intro
| Topic | Chapter | Packet | Slides | |
|---|---|---|---|---|
| Week 1 | Intro and Import Data | 1 | 1 | Link |
| Week 2 | Tidyverse | 2; 5 (MD); 5 (R4DS) | 2 | Link |
| Week 3 | More Tidyverse | 2; 5 (MD); 5 (R4DS) | 2 | |
| Week 4 | Tables and Visuals | 3; 3 (MD); 3 (R4DS) | 3 | Link |
| Week 5 | Review and Catch Up | 1-3 | ||
| Week 6 | Statistics in R | 4-5 | 4 | |
| Week 7 | Intro to RMarkdown | Chapter 2 of Rmarkdown Book |
Intermediate
- Review of Tidyverse
- Tables and Viz’s
- Replicable Workflow in R
- Basics of Git and GitHub
- Creating an R Package
- Miscellaneous Topics
- More on Functions