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

Intro Syllabus

  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

Intermediate

Intermediate Syllabus

  1. Review of Tidyverse
  2. Tables and Viz’s
  3. Replicable Workflow in R
  4. Basics of Git and GitHub
  5. Creating an R Package
  6. Miscellaneous Topics
  7. More on Functions

Handouts

  1. Intro Handout
  2. Long-Wide Handout