This is the home page for the book,
Bayesian Data Analysis
, by Andrew Gelman, John Carlin, Hal Stern, David Dunson, Aki Vehtari, and Donald Rubin.
Teaching Bayesian data analysis
Slides for 24 lectures of 75 minutes each
77 best lines from my course
A student's lecture notes
An article on teaching Bayesian applied statistics to students in social science and public health
An article with some class-participation demonstrations for decision theory and Bayesian statistics
For discussion topics, the Bayesian category of our research blog
(for posterior simulations)
(for fitting Gaussian processes; we used it to fit the birthday data shown on the book cover)
Appendix C from the third edition of Bayesian Data Analysis
. This appendix has an extended example of the use of Stan and R.
Hyokun Yun's iPython notebooks that replicate several calcuations from Bayesian Data Analysis
for most of the examples from the book
Solutions to some of the exercises in the
Table of contents
third edition of the book
. Also errata for the
and for the
printings of the first edition.
Andrew Gelman's homepage