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

Doing Bayesian Data Analysis: A Tutorial with R, JAGS, and Stan
ISBN-10
0124058884
ISBN-13
9780124058880
Series
Doing Bayesian Data Analysis
Category
Mathematics
Pages
759
Language
English
Published
2014-11-03
Publisher
Academic Press
Author
John K. Kruschke

Description

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.

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