1. Introduction to the analysis of repeated measures -- 2. Review of Bayesian regression methods -- 3. Foundation and preliminary concepts -- 4. Linear models for repeated measures and Bayesian inference -- 5. Estimating the mean profile of repeated measures -- 6. Correlation patterns for repeated measures -- 7. General mixed linear model -- 8. Repeated measures for categorical data -- 9. Nonlinear models and repeated measures -- 10. Bayesian techniques for missing data