Web Directory

» Bayesian Abstract Archive
   An archive of abstracts of research papers on Bayesian statistics. Sponsored by ISBA and SBSS.
   http://www.isds.duke.edu/isba-sbss/

» Bayesian Analysis Archive
   Part of the ArXiv e-print repository.
   http://arxiv.org/archive/bayes-an/

» Bayesian Belief Networks
   Online tutorial with an introduction to probability theory and to Bayesian belief networks.
   http://www.eecs.qmul.ac.uk/~norman/BBNs/BBNs.htm

» Bayesian Blind Source Separation
   An online paper on solving the cocktail party with Bayesian statistics. Includes general introduction to the problem and links to related works.
   http://www.biophysics.mcw.edu/BRI-people/Rowe/BSSintro.html

» Bayesian Inference for the Physical Sciences
   An annotated index for information on Bayesian inference for the physical sciences.
   http://www.astro.cornell.edu/staff/loredo/bayes/

» Bayesian Model Averaging
   Information regarding model averaging using Bayesian techniques. Software and papers available.
   http://www.research.att.com/~volinsky/bma.html

» Bayesian Programming
   Promotes the thesis that probability is an alternative to logic, allowing rational decisions to be made with incomplete and uncertain knowledge.
   http://bayesian-programming.org

» Biography of Reverend Thomas Bayes (1702-1761)
   Part of the University of St. Andrews History of Mathematics archive.
   http://www-groups.dcs.st-and.ac.uk/~history/Mathematicians/Bayes.html

» Decision Analysis Society
   Promotes the development and use of logical methods for the improvement of decision-making.
   http://faculty.fuqua.duke.edu/daweb/

» Duke University Institute of Statistics and Decision Sciences
   The institute has a strong focus on Bayesian statistics.
   http://www.stat.duke.edu/

» Making Sense of Probability: Fallacies, Myths and Puzzles
   Norman Fenton provides many examples of probability problems that people normally get wrong or do not understand.
   http://www.agenarisk.com/resources/probability_puzzles/Making_sense_of_probability.html

» Measurement Decision Theory
   Includes rules, examples, and information about adaptive testing and sequential decisions. Main ideas are presented using a binary classification (pass/fail) test and a sample three-item test.
   http://edres.org/mdt/

» Non-subjective Bayesian Statistical Methodology
   A website and mailing list on non-subjective priors (e.g. non-informative, conventional and reference priors).
   http://www.stat.missouri.edu/~bayes/

» Nonparametric Bayesian Machine Learning Reading Group
   Organizes weekly online discussions on Bayesian non-parametrics. The site also provides a collection of textbooks, review articles, conference and journal papers.
   http://iapetos.colbud.hu/cgi-bin/twiki/view/CBL/MachineLearningJournalClub

» Probability Theory As Extended Logic
   A monumental online book by the late E. T. Jaynes on Bayesian inference. Also has a number of related articles by other authors.
   http://bayes.wustl.edu/

» Scholarpedia: Bayesian Statistics
   Encyclopedia article on this system for describing epistemological uncertainty using the mathematical language of probability.
   http://www.scholarpedia.org/article/Bayesian_statistics

» The Bayesian Songbook
   A collection of often humorous songs with bayes-related lyrics sang to popular tunes on the last nights of the Valencia meetings on Bayesian statistics. Lyrics in LaTeX and postscript formats. Wav files of some songs available.
   http://www.biostat.umn.edu/~brad/music.html

» Wikipedia: Bayesian Inference
   Encyclopedia article on the statistical inference in which evidence or observations are used to update or to newly infer the probability that a hypothesis may be true.
   http://en.wikipedia.org/wiki/Bayesian_analysis