Bayes' Rule: A Tutorial Introduction to Bayesian Analysis - Couverture souple

Stone, Dr James V

Couverture souple

ISBN 10 : 0956372899 ISBN 13 : 9780956372895

Editeur : Sebtel Press, 2013

Synopsis

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.

A propos du livre

À propos de l?auteur

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

Détails de l'édition

• Éditeur: Sebtel Press
• Date d'édition: 2013
• Langue: anglais
• ISBN 10: 0956372899
• ISBN 13: 9780956372895
• Reliure: Broché
• Nombre de pages: 182
• Coordonnées du fabricant: non disponible