Ordinal Regression with Markov Longitudinal Model

This R walkthrough guides through data generation, prior calibration and posterior simulation for an ordinal regression model with a Markov longitudinal model to impute the final endpoints using prior visit values.

Highlights from this walkthrough include:

• Review of ordinal regression models
• Frequentist and Bayesian model fitting techniques
• Markov longitudinal model
• Alluvial plots to visualize longitudinal models
• Matrix plots to visualize transition probability matrices