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Book details ●

Author : Richard McElreath

Pages : 487 pages

Publisher : CRC Press

Language :

ISBN-10 : 1482253445

ISBN-13 : 9781482253443

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Book Synopsis 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 stepby-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.By using complete R code examples throughout, this book provides a practical foundation for performing statistical inference. Designed for both PhD students and

Read Online Statistical Rethinking: A Bayesian Course with Examples in R and Stan  

Free Download Statistical Rethinking: A Bayesian Course with Examples in R and Stan By Richard McElreath Pdf books #readonline https://postb...

Read Online Statistical Rethinking: A Bayesian Course with Examples in R and Stan  

Free Download Statistical Rethinking: A Bayesian Course with Examples in R and Stan By Richard McElreath Pdf books #readonline https://postb...

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