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Bayes' Rule: A Tutorial Introduction to Bayesian Analysis

Bayes' Rule: A Tutorial Introduction to Bayesian Analysis

Hardcover

Probability & Statistics

ISBN10: 0993367917
ISBN13: 9780993367915
Publisher: Lightning Source Inc
Published: Aug 1 2015
Pages: 182
Weight: 0.91
Height: 0.44 Width: 6.00 Depth: 9.00
Language: English
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 common sense reasoning. Bayes' rule is then derived using intuitive graphical representations of probability, and Bayesian analysis is applied to parameter estimation using the MatLab and Python programs provided online. The tutorial style of writing, combined with a comprehensive glossary, makes this an ideal primer for novices who wish to become familiar with the basic principles of Bayesian analysis.

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Probability & Statistics