Statistical Rethinking - Info and Reading Options
A Bayesian Course with R Examples
By Richard McElreath
"Statistical Rethinking" was published by CRC Press LLC in 2015, it has 487 pages and the language of the book is English.
“Statistical Rethinking” Metadata:
- Title: Statistical Rethinking
- Author: Richard McElreath
- Language: English
- Number of Pages: 487
- Publisher: CRC Press LLC
- Publish Date: 2015
“Statistical Rethinking” Subjects and Themes:
- Subjects: ➤ Bayesian statistical decision theory - R (Computer program language) - Programming languages (electronic computers) - MATHEMATICS - Probability & Statistics - General - r - Statistisches Modell - Bayes-Entscheidungstheorie - Software - Mathematical Computing - Statistical Data Interpretation - Bayes Theorem
Edition Identifiers:
- The Open Library ID: OL28584486M - OL20743446W
- Online Computer Library Center (OCLC) ID: 920672225
- Library of Congress Control Number (LCCN): 2015032008
- ISBN-13: 9781482253443
- All ISBNs: 9781482253443
AI-generated Review of “Statistical Rethinking”:
"Statistical Rethinking" Description:
The Open Library:
"Statistical Rethinking: A Bayesian Course with Examples in R and Stan builds readers’ knowledge of and confidence in statistical modeling. Reflecting the need for even minor programming in today’s model-based statistics, the book pushes readers to perform step-by-step calculations that are usually automated. This unique computational approach ensures that readers understand enough of the details to make reasonable choices and interpretations in their own modeling work. The text presents generalized linear multilevel models from a Bayesian perspective, relying on a simple logical interpretation of Bayesian probability and maximum entropy. It covers from the basics of regression to multilevel models. The author also discusses measurement error, missing data, and Gaussian process models for spatial and network autocorrelation." --Publisher's website.
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