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Richard Mcelreath - Statistical Rethinking: A Bayesian Course with Examples in R and Stan - 9781482253443 - V9781482253443
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Statistical Rethinking: A Bayesian Course with Examples in R and Stan

€ 99.57
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Description for Statistical Rethinking: A Bayesian Course with Examples in R and Stan Hardback. Series: Chapman & Hall/CRC Texts in Statistical Science. Num Pages: 487 pages, 113 black & white illustrations. BIC Classification: JMB; KCHS; PBT. Category: (G) General (US: Trade). Dimension: 254 x 178. .
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. ... Read more

Product Details

Publisher
Apple Academic Press Inc.
Format
Hardback
Publication date
2015
Series
Chapman & Hall/CRC Texts in Statistical Science
Condition
New
Number of Pages
469
Place of Publication
Oakville, Canada
ISBN
9781482253443
SKU
V9781482253443
Shipping Time
Usually ships in 4 to 8 working days
Ref
99-1

About Richard Mcelreath
Richard McElreath is the director of the Department of Human Behavior, Ecology, and Culture at the Max Planck Institute for Evolutionary Anthropology. He is also a professor in the Department of Anthropology at the University of California, Davis. His work lies at the intersection of evolutionary and cultural anthropology, specifically how the evolution of fancy social learning in humans accounts ... Read more

Reviews for Statistical Rethinking: A Bayesian Course with Examples in R and Stan
... I am quite impressed by Statistical Rethinking ... I like the highly personal style with clear attempts to make the concepts memorable for students by resorting to external concepts. ... it introduces Bayesian thinking and critical modeling through specific problems and spelled out R codes, if not dedicated datasets. Statistical Rethinking manages this all-inclusive most nicely ... an impressive ... Read more

Goodreads reviews for Statistical Rethinking: A Bayesian Course with Examples in R and Stan


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