STAT 615 Slides
I will post lecture slides here. The Rnw files can be found here.
Slides
Hierarchical
- Shrinkage priors
- Hierarchical models
- Bayesian model selection
- Bayesian model averaging
- Hamiltonian Monte Carlo
State-space models
Spatial models
Slice sampling and ARMS
Bayesian nonparametrics (BNP)
- Finite mixture models (not really BNP)
- Dirichlet process