AMS 241: Bayesian Nonparametric Methods -- Winter 2009
Handouts
Course notes and references
- Notes 1 Notes 1 (4 slides/page) Dirichlet process priors (definitions, properties, and applications); Other nonparametric priors
- Additional references for Dirichlet process priors
- Notes 2 Notes 2 (4 slides/page) Dirichlet process mixture models -- Methodology
- Notes 3 Dirichlet process mixture models -- Applications
Homework assignments
- Homework 2 (with data set)
General Class Information
- Instructor:
- Name: Athanasios Kottas (thanos@ams.ucsc.edu)
- Phone: 459-5536
- Office: BE 153A
- Office Hours: Monday 2-3pm; Thursday 12-1pm (or by appointment)