Bayes' Rule A Tutorial Introduction to Bayesian Analysis

Stone, James V

ISBN 10: 0956372848 / ISBN 13: 9780956372840

Editore: Sebtel Press, 2015

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6 X 0.41 X 9 inches; 171 pages; Very Good condition. No noteworthy defects. No markings. ; - We offer free returns for any reason and respond promptly to all inquiries. Your order will be packaged with care and ship on the same or next business day. Buy with confidence.

Codice articolo HVD-45094-A-0

Dati bibliografici

• Titolo: Bayes' Rule A Tutorial Introduction to Bayesian Analysis
• Editore: Sebtel Press
• Data di pubblicazione: 2015
• Lingua: Inglese
• ISBN 10: 0956372848
• ISBN 13: 9780956372840
• Rilegatura: Paperback
• Edizione: First Edition; Sixth Printing.
• Condizione: Very Good

Descrizione articolo

Riassunto

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 common sense 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.

Stone’s book is renowned for its visually engaging style of presentation, which stems from teaching Bayes’ rule to psychology students for over 10 years as a university lecturer.

Informazioni sull?autore

Dr James Stone is a Reader in Vision and Computational Neuroscience at the University of Sheffield, England.