Bayesian Nonparametric Data Analysis

Peter MUELLER, Fernando QUINTANA, Alejandro JARA, Tim HANSON

This is the software page for the book Bayesian Nonparametric Data Analysis

Software pages for selected examples:

Chapter 2: DP (examples)
Chapter 3: PT (examples)
Chapter 4: Regression (examples)
Chapter 5: Categorical (examples)
Chapter 6: Survival (examples)
Chapter 7: Hierarchical models (examples)
Chapter 8: Clustering (examples)
Appendix: DPpackage (examples)

Book

Slides from Related Talks and Tutorials

IMS Lecture Notes

IMS Lecture Notes
Click "Table of Contents" to download all or selected chapters.

Software Links

DPpackage (by A. Jara et al.) (CRAN R package)
Bayesian Regression: Nonparametric and Parametric Models (by G. Karabatsos) (homepage)

Other Links of Interest

See the ISBA/BNP section for many related materials, including in particular some video lectures. (homepage)