Ch.13 Models With Memory

  1. Example: Multilevel tadpoles
  2. Varying effects and the underfitting/overfitting trade-off
  3. More than one type of cluster
  4. Divergent transitions and non-centered priors
  5. Multilevel posterior predictions

Ch.14 Adventures in Covariance

  1. Varying slopes by construction
  2. Advanced varying slopes
  3. Instrumental variables and front doors
  4. Social relations as correlated varying effects
  5. Continuous categories and the Gaussian process