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Synopsis
Discovered by an 18th century mathematician and preacher, Bayes' rule is a cornerstone of modern probability theory. In this richly illustrated book, a range of accessible examples is used to show how Bayes' rule is actually a natural consequence of commonsense reasoning. Bayes' rule is derived using intuitive graphical representations of probability, and Bayesian analysis is applied to parameter estimation using the MatLab and online Python programs provided. The tutorial style of writing, combined with a comprehensive glossary, makes this an ideal primer for the novice who wishes to become familiar with the basic principles of Bayesian analysis.
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About the Author
Dr James Stone is a Reader in Vision and Computational Neuroscience at the University of Sheffield, England.
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Bayes' Rule: A Tutorial Introduction to Bayesian Analysis
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Bayes' Rule: A Tutorial Introduction to Bayesian Analysis
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Bayes' Rule: A Tutorial Introduction to Bayesian Analysis
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Sebtel Press, United Kingdom, Sheffield, 2013
ISBN 10: 0956372848
ISBN 13: 9780956372840
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