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

Stone, Dr James V

ISBN 10: 0956372899 ISBN 13: 9780956372895

Editorial: Sebtel Press, 2013

Idioma: Ingl�s

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T�tulo

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

Editor

Sebtel Press

Fecha de publicaci�n

2013

Idioma

Ingl�s

ISBN 10

0956372899

ISBN 13

9780956372895

Encuadernaci�n

Encuadernaci�n de tapa blanda

Estado

New

Cat�logos de vendedores

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Sinopsis

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.

Acerca del autor

James V Stone is an Honorary Associate Professor at the University of Sheffiled, England.

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