Bayes Rule with R A Tutorial Introduction to Bayesian Analysis
James V Stone
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.
카테고리:
년:
2016
출판사:
Sebtel Press
언어:
english
페이지:
187
ISBN 10:
0993367941
ISBN 13:
9780993367946
파일:
PDF, 5.33 MB
IPFS:
,
english, 2016