Topics of Interest

  • General framework of the linear mixed effects model

  • Linear mixed effects models for longitudinal data

  • Diagnostics

  • Evaluating the need for random effects and selecting a covariance structure

  • Priors for Covariance Matrices

Resources

  • Hoff Chapter 6-7

  • Gelman and Hill Chapters 12, 13, and 18

Influence paper

George et al paper

Homework

Coming soon!