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Academic Press - Doing Bayesian Data Analysis with R and Stan

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Description

Master modern statistical techniques with Doing Bayesian Data Analysis: A Tutorial with R, JAGS, and Stan. Published by Academic Press, this book addresses the growing interest in Bayesian statistics by making complex computational methods accessible to a wide audience. This guide provides a clear approach to data analysis through concrete examples. You will start with fundamental concepts like probability and random sampling before moving into advanced hierarchical modeling for realistic data. The text includes step-by-step instructions to help you implement these methods effectively using R, JAGS, and Stan.

Key Features

Learn Bayesian data analysis using R, JAGS, and Stan through a clear and accessible approach.

Build a strong foundation starting with essential concepts of probability and random sampling.

Progress from basic principles to advanced hierarchical modeling methods for realistic data.

Follow step-by-step instructions designed to help you conduct complex statistical analysis.

Gain practical experience with concrete examples provided by Academic Press.

Product Specifications

Format
hardcover
Domain
Amazon UK
Release Date
08 January 2015
Listed Since
02 July 2014

Barcode

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