R Course Materials

Tyson S. Barrett

This page provides many of the materials that I have used over the years to teach #rstats to graduate students in the health, behavioral, social, and educational scientists.

Intermediate Course

1. Review Material

2. Tables and Visualizations

3. Replicable Workflow

4. Basics of Git and GitHub

5. Creating an R Package

Intro Course

1. Intro to R

2. Intro to Tidyverse

3. Exploring Data

4. Basic Stats

5. Generalized Linear Models

6. Multilevel Models

7. Other Models

8. Functions, Functions, Functions

9. More on Visualizations

Notes: These will surely change over time.

This page can also be accessed via: tysonstanley.github.io/teaching.