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: Bayesian_Analysis:
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Computers: Artificial Intelligence: Belief Networks
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Computers: Artificial Intelligence: Neural Networks
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Science: Math: Operations Research
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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.
Bayesian Analysis Archive
- Part of the ArXiv e-print repository.
Bayesian Belief Networks
- Online tutorial with an introduction to probability theory and to Bayesian belief networks.
Bayesian Inference for the Physical Sciences
- An annotated index for information on Bayesian inference for the physical sciences.
Bayesian Model Averaging
- Information regarding model averaging using Bayesian techniques. Software and papers available.
Bayesian Programming
- Promotes the thesis that probability is an alternative to logic, allowing rational decisions to be made with incomplete and uncertain knowledge.
Biography of Reverend Thomas Bayes (1702-1761)
- Part of the University of St. Andrews History of Mathematics archive.
Decision Analysis Society
- Promotes the development and use of logical methods for the improvement of decision-making.
Duke University Institute of Statistics and Decision Sciences
- The institute has a strong focus on Bayesian statistics.
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.
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.
Non-subjective Bayesian Statistical Methodology
- A website and mailing list on non-subjective priors (e.g. non-informative, conventional and reference priors).
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.
Scholarpedia: Bayesian Statistics
- Encyclopedia article on this system for describing epistemological uncertainty using the mathematical language of probability.
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.
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.