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Statistical rethinking : a Bayesian course with examples in R and Stan
Author
Title
Statistical rethinking : a Bayesian course with examples in R and Stan / Richard McElreath, Max Planck Institute for Evolutionary Anthropology, Leipzig, Germany.
ISBN
9781482253443 (hbk : alk. paper)
1482253445 (hbk : alk. paper)
Publication
Boca Raton : CRC Press/Taylor & Francis Group, [2016]
Physical Description
xvii, 469 pages : illustrations ; 27 cm.
Notes
"A CRC title."
Format
Books
Language
English
Added to Catalog
December 09, 2016
Series
Chapman & Hall/CRC texts in statistical science series
Bibliography
Includes bibliographical references and index.
Contents
The golem of Prague
Small worlds and large worlds
Sampling the imaginary
Linear models
Multivariate linear models
Overfitting, regularization, and information criteria
Interactions
Markov chain Monte Carlo
Big entropy and the generalized linear model
Counting and classification
Monsters and mixtures
Multilevel models
Adventures in covariance
Missing data and other opportunities
Horoscopes
Subjects
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