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Home: Science: Math: Statistics: Bayesian Analysis

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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/
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Bayesian Analysis Archive
Part of the ArXiv e-print repository.
http://arxiv.org/archive/bayes-an/
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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
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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
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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/
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Bayesian Model Averaging
Information regarding model averaging using Bayesian techniques. Software and papers available.
http://www.research.att.com/~volinsky/bma.html
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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
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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
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Decision Analysis Society
Promotes the development and use of logical methods for the improvement of decision-making.
http://faculty.fuqua.duke.edu/daweb/
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Duke University Institute of Statistics and Decision Sciences
The institute has a strong focus on Bayesian statistics.
http://www.stat.duke.edu/
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International Society for Bayesian Analysis
Promotes the development and application of Bayesian statistical theory and methods useful in the solution of theoretical and applied problems in science, industry and government.
http://www.bayesian.org/
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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
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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/
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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/
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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
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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/
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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
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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
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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
(Added: Mon Apr 04 2011 Hits: 0 Rating: 0.00 Votes: 0) Rate It Review It

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