**Annotated list of books on Bayesian analysis and related topics:** http://public.lanl.gov/kmh/bayes.pdf

**Maximum Entropy and Bayesian Methods Workshops** http://public.lanl.gov/kmh/maxent95/

**Bayes Dayes 2000 at LANL** - A minicourse
on Bayesian analysis given by Volker Dose

**Bayes Dayes 1999 at LANL** - A tutorial and workshop on Bayesian analysis by Giullio d'Agostini

L. Lyons, CERN lecture,
Practical statistics for particle physicists - Lect. 4 (Oct. 2006)
**CERN Training Lectures** (both slides and video)
excellent set of lectures on statistical methods relevant to physicists; videos add a lot to helping to understand the slides

G. D-Agostini, CERN lecture,
Telling the truth with statistics (Feb. 2005)
**CERN Training Lectures** (both slides and video)

**Links for Bayesian analysis**

- International Society for Bayesian Analysis www.bayesian.org
- Researchers in the field www.bayesian.org/bayespeople.html
- Institute of Statistics and Decisison Sciences - Duke University www.isds.duke.edu/
- Bayesian Inference for the Physical Sciences - Tom Lordeo (Cornell) astrosun2.astro.cornell.edu/staff/loredo/bayes/
- Probability Theory As Extended Logic - Larry Bretthorst (Wash U) bayes.wustl.edu/
- Carlos Rodriguez server (SUNY - Albany) omega.albany.edu:8008/
- Cavendish Lab Inference Group - David McKay and colleagues (Cambridge) www.inference.phy.cam.ac.uk/is/
- SAMSI - Statistical and Applied Mathematical Sciences Institute, North Carolina www.samsi.info/

**Markov Chain Monte Carlo**

- Brief tutorial: http://public.lanl.gov/kmh/talks/maxent00b.abs.html
- BUGS: Bayesian inference Using Gibbs Sampling; free MCMC software www.mrc-bsu.cam.ac.uk/bugs/
- Preprint service: http://www.statslab.cam.ac.uk/~steve/MCMC/

Ken Hanson

Last modified 23 November 2006