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Bayes' Rule

A Tutorial Introduction to Bayesian Analysis

Language EnglishEnglish
Book Paperback
Book Bayes' Rule James V Stone
Libristo code: 38708322
Publishers Sebtel Press, April 2018
What does a medical test tell us about the chances of having a particular disease? How can we tell i... Full description
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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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About the book

Full name Bayes' Rule
Author James V Stone
Language English
Binding Book - Paperback
Date of issue 2018
Number of pages 186
EAN 9780956372895
ISBN 0956372899
Libristo code 38708322
Publishers Sebtel Press
Weight 282
Dimensions 228 x 152 x 14

Categories

Mathematics & Science > Mathematics > Probability & statistics > Bayesian inference
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