Doing Bayesian Data Analysis A Tutorial with R, JAGS, and Stan

Name: Doing Bayesian Data Analysis A Tutorial with R, JAGS, and Stan
Availability: InStock
ISBN: 9780124058880

ISBN-10: 0124058884

ISBN-13: 9780124058880

Edition: 2nd 2015

Authors: John Kruschke

List price: $70.99

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Description:

There is an explosion of interest in Bayesian statistics, primarily because recently created computational methods have finally made Bayesian analysis obtainable to a wide audience. Doing Bayesian Data Analysis: A Tutorial with R, JAGS, and Stan provides an accessible approach to Bayesian data analysis, as material is explained clearly with concrete examples. The book begins with the basics, including essential concepts of probability and random sampling, and gradually progresses to advanced hierarchical modeling methods for realistic data. The text delivers comprehensive coverage of all scenarios addressed by non-Bayesian textbooks: t-tests, analysis of variance (ANOVA) and comparisons in…

Book details

List price: $70.99
Edition: 2nd
Copyright year: 2015
Publisher: Elsevier Science & Technology
Publication date: 12/30/2014
Binding: Hardcover
Pages: 776
Size: 7.50" wide x 9.21" long x 1.50" tall
Weight: 4.180
Language: English