Bayes Rule with R A Tutorial Introduction to Bayesian...

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Bayes Rule with R A Tutorial Introduction to Bayesian Analysis

Name: Bayes Rule with R A Tutorial Introduction to Bayesian Analysis
ISBN: 9780993367946

James V Stone

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Discovered by an 18th century mathematician and preacher, Bayes' rule is a cornerstone of modern probability theory. In this richly illustrated book, a range of accessible examples is used to show how Bayes' rule is actually a natural consequence of common sense reasoning. Bayes' rule is then derived using intuitive graphical representations of probability, and Bayesian analysis is applied to parameter estimation. The tutorial style of writing, combined with a comprehensive glossary, makes this an ideal primer for novices who wish to become familiar with the basic principles of Bayesian analysis. Note that this book includes R (3.2) code snippets, which reproduce key numerical results and diagrams.

Kateqoriyalar:

Mathematics

İl:

2016

Nəşriyyat:

Sebtel Press

Dil:

english

Səhifələr:

187

ISBN 10:

0993367941