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Bayes' Rule: A Tutorial Introduction to Bayesian Analysis (Tutorial Introductions)

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Author: Stone, Dr James V

Binding: Paperback

ISBN: 9780956372895

Details:

Author: Stone, Dr James V

Edition: 1

Binding: Paperback

Number Of Pages: 182

Release Date: 01-01-2013

EAN: 9780956372895

Package Dimensions: 8.9 x 6.0 x 0.6 inches

Languages: english

Description:

What does a medical test tell us about the chances of having a particular disease? How can we tell if a spoken phrase is, 'four candles' or 'fork handles'? How do we a perceive a three-dimensional world from from the two-dimensional images on our retinas? The short answer is Bayes' rule, which transforms meaningless statistics and raw data into useful information. Discovered by an 18th century mathematician and preacher, Bayes' rule is a cornerstone of modern probability theory. In this richly illustrated book, intuitive visual representations of real-world examples are used to show how Bayes' rule is actually a form of commonsense reasoning. The tutorial style of writing, combined with a comprehensive glossary, makes this an ideal primer for novices who wish to gain an intuitive understanding of Bayesian analysis. As an aid to understanding, online computer code (in MatLab, Python and R) reproduces key numerical results and diagrams.

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