Workshops

Here are materials for some of the R workshops I have taught at the University of Virginia Library.

Statistical methods

• Binary Logistic Regression in R (2025)
• Ordinal Logistic Regression in R (2025)
• Linear Modeling in R (2025)
• Linear Mixed-Effect Modeling in R (2025)
• Count Modeling in R (2024)
• Power and Sample Size Analysis (2024)
• Bayesian Data Analysis, Part 1 (2024)
• Bayesian Data Analysis, Part 2 (2024)
• Survival Analysis Modeling in R (2023)
• Basic Statistics Refresher with R (2021)
• Exploratory Factor Analysis (2018)
• Confirmatory Factor Analysis (2018)
• Introductory Categorical Data Analysis in R (2016)
• Intro to Machine Learning, Classification and Regression Trees (2016)
• Resampling Methods (2014)

Data Wrangling and Visualization

• Data Visualization with ggplot2 (2025)
• Data Wrangling Strategies with R (2021)
• Visualizing Models, Communicating Results in R (2019)
• Interactive Web Apps in R with shiny (2019)
• Data Wrangling with R, Part I (2018)
• Data Wrangling with R, Part II (2018)
• Data Wrangling with R, Part III (2018)
• Web Scraping in R with rvest (2017)
• Introduction to R Markdown (2017)