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Bayesian Ideas and Data Analysis: An Introduction for Scientists and Statisticians

by Ronald Christensen, Adam Branscum, Wesley Johnson
$48.90
Bayesian Ideas and Data Analysis: An Introduction for Scientists and Statisticians
Bayesian Ideas and Data Analysis: An Introduction for Scientists and Statisticians

Foundational Bayesian statistics for scientific applications.

If you're looking to understand the Bayesian perspective on statistics, particularly in scientific research, this book could be a goldmine for you. It takes complex ideas and makes them accessible, offering practical guidance on applying Bayesian methods to real data analysis. You'll appreciate the real-world examples that can crystalize abstract concepts.

Note: While we do our best to ensure the accuracy of cover images, ISBNs may at times be reused for different editions of the same title which may hence appear as a different cover.
New

Bayesian Ideas and Data Analysis: An Introduction for Scientists and Statisticians

by Ronald Christensen, Adam Branscum, Wesley Johnson
$48.90
ISBN: 9781439803547
Authors: Ronald Christensen, Adam Branscum, Wesley Johnson
Publisher: CRC Press
Date of Publication: 2010-07-02
Format: Hardcover
Related Collections: Personal Development, Science, Economics
Related Topics: Popular Science, Mathematics
Goodreads rating: 3.89
(rated by 9 readers)

Description

Emphasizing the use of WinBUGS and R to analyze real data, Bayesian Ideas and Data Analysis presents statistical tools to address scientific questions. It highlights foundational issues in statistics, the importance of making accurate predictions, and the need for scientists and statisticians to collaborate in analyzing data. The WinBUGS code provided offers a convenient platform to model and analyze a wide range of data. The first five chapters of the book contain core material that spans basic Bayesian ideas, calculations, and inference, including modeling one and two sample data from traditional sampling models. The text then covers Monte Carlo methods, such as Markov chain Monte Carlo (MCMC) simulation. After discussing linear structures in regression, it presents binomial regression, normal regression, analysis of variance, and Poisson regression, before extending these methods to handle correlated data. The authors also examine survival analysis and binary diagnostic testing. A complementary chapter on diagnostic testing for continuous outcomes is available on the book’s website. The last chapter on nonparametric inference explores density estimation and flexible regression modeling of mean functions. The appropriate statistical analysis of data involves a collaborative effort between scientists and statisticians. Exemplifying this approach, Bayesian Ideas and Data Analysis focuses on the necessary tools and concepts for modeling and analyzing scientific data. Data sets and codes are provided on a supplemental.
Condition guide

Book Condition Guide

Books in Like New Condition

This book may contain very minor cosmetic defects, but it is in pristine condition. There should be no yellowing, no foxing, no water damage, and no annotations of any kind on the cover and the pages. For paperbacks, there should not be any crease marks on the spine. This book is good as new — lucky you!

*Books may be missing bundle media (e.g. CD, e-book code), if included.

Books in Very Good Condition

This book has been used, but it is still in a clean condition. There should be no foxing or annotations of any kind on the inner pages, but a sparse amount may be present on the cover, title pages, or outside edges of the book. There should be no water damage of any kind. For paperbacks, there may be light crease marks on the spine.

*Books may be missing bundle media (e.g. CD, e-book code), if included.

Books in Good Condition

We do our best to ensure the quality of our books, but there is no escaping the wear and tear that comes with time. Slight foxing and some annotations may be present on the pages and the cover. There should be no water damage of any kind. For paperbacks, there may be several crease marks on the spine.

*Books may be missing bundle media (e.g. CD, e-book code), if included.

Books in Well Read Condition

This is a well-read book, which means that the previous owner probably really enjoyed it! The cover and pages may include moderate foxing and annotations, but the text is not obscured and still readable. Moderate cosmetic defects and minor water damage may be present on the edges of the book. For paperbacks, there may be multiple crease marks on the spine.

*Books may be missing bundle media (e.g. CD, e-book code), if included.

 

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Similar Reads

Foundational Bayesian statistics for scientific applications.

If you're looking to understand the Bayesian perspective on statistics, particularly in scientific research, this book could be a goldmine for you. It takes complex ideas and makes them accessible, offering practical guidance on applying Bayesian methods to real data analysis. You'll appreciate the real-world examples that can crystalize abstract concepts.

Note: While we do our best to ensure the accuracy of cover images, ISBNs may at times be reused for different editions of the same title which may hence appear as a different cover.