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Statistical Rethinking: A Bayesian Course with Examples in R and STAN / Edition 2. Richard McElreath

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ISBN: 9780367139919 | 616 pages | 16 Mb

• Statistical Rethinking: A Bayesian Course with Examples in R and STAN / Edition 2
• Richard McElreath
• Page: 616
• Format: pdf, ePub, fb2, mobi
• ISBN: 9780367139919
• Publisher: Taylor & Francis

Download Statistical Rethinking: A Bayesian Course with Examples in R and STAN / Edition 2

Ebook for free downloading Statistical Rethinking: A Bayesian Course with Examples in R and STAN / Edition 2 9780367139919 (English literature) DJVU FB2

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. By using complete R code examples throughout, this book provides a practical foundation for performing statistical inference. Designed for both PhD students and seasoned professionals in the natural and social sciences, it prepares them for more advanced or specialized statistical modeling. Web Resource The book is accompanied by an R package (rethinking) that is available on the author’s website and GitHub. The two core functions (map and map2stan) of this package allow a variety of statistical models to be constructed from standard model formulas.

Statistical Rethinking: A Bayesian Course With Examples In R
Buy Statistical Rethinking: A Bayesian Course With Examples In R And Stan Linear Mixed Models: A Practical Guide Using Statistical Software, Second Edition 2. Throughout the book there is R-code, along with a functioning download. Statistical Rethinking (2nd ed.) by McElreath, Richard (ebook)
Statistical Rethinking: A Bayesian Course with Examples in R and STAN (2nd ed.) (Chapman & Hall/CRC Texts in Statistical Science series) by Richard CRC Press; March 2020; ISBN: 9780429642319; Edition: 2; Title: Statistical Rethinking  Statistical Rethinking: A Bayesian Course with Examples in R
Statistical Rethinking: A Bayesian Course with Examples in R and STAN (Chapman & Hall/CRC Texts in Statistical Science) [2. ed.] 036713991X  Statistical Rethinking: A Bayesian Course with Examples in R
Statistical Rethinking: A Bayesian Course with Examples in R and STAN [2 ed.] 036713991X, 9780367139919. Statistical Rethinking: A Bayesian Course with  Chapman and Hall/CRC Texts in Statistical Science Ser
STATISTICAL RETHINKING: A BAYESIAN COURSE WITH EXAMPLES IN R AND STAN (CHAPMAN & HALL/CRC TEXTS IN STATISTICAL SCIENCE) By Richard  Statistical Rethinking: Solutions (2nd Edition)
This project contains solutions to exercises and homework for the second edition of Richard McElreath's Statistical Rethinking: A Bayesian Course Using R and  Statistical Rethinking: A Bayesian Course with Examples in R
More Information. ISBN13, 9780367139919. Product Name, Statistical Rethinking: A Bayesian Course with Examples in R and Stan ; Ed. 2 (Hardcover - 2020). Statistical Rethinking: A Bayesian Course with - Studystore
The very popular Statistical Rethinking: A Bayesian Course with Examples in R and Stan, Second Edition builds readers' knowledge of and confidence in 

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