Statistical rethinking a Bayesian course with examples in R and Stan

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 a...

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Bibliographic Details
Corporate Author: CRC Press (-)
Other Authors: McElreath, Richard, 1973- author (author)
Format: eBook
Language:Inglés
Published: Boca Raton, FL : CRC Press, an imprint of Chapman and Hall/CRC [2018].
Edition:First edition
Series:Texts in statistical science.
Subjects:
See on Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009748840106719
Description
Summary: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.
Physical Description:1 online resource (484 pages) : illustrations, tables
Bibliography:Includes bibliographical references.
ISBN:9781482253481
9781315362618
9781315372495
9781482253467