Before methods club (February 20, 2025), please make sure you download R (ideally the current version, 4.4.2) & RStudio (version v1.4 or later). Then, download the necessary libraries using the following command:

install.packages(c('ordinal', 'ggplot2', 'ggeffects'))

Finally, download the R notebook in this repository!

Follow along as we:

• Discuss cutting-edge methods for ordinal data
• Learn why traditional methods might not be the best fit and how CLMs can enhance your analysis.
• Explore the equations behind CLMs and compare popular R packages.
• Explore and compare methods for visualizing CLMs
• Analyze clustered data using mixed-effects models (CLMMs)

If you don't want to download anything, you can still follow along with a non-interactive R notebook here