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Statistical Rethinking ; A Bayesian Course with Examples in R and Stan

By: Language: English Series: Chapman & Hall/CRC. Texts in Statistical Science Series | Dominici, Francesca (Ed.) | Faraway, Julian J. (Ed.) | Tanner, Martin (Ed.) | et alPublication details: Boca Raton, London, New York : CRC Press, Taylor & Francis Group 2016Edition: 1. EdDescription: xvii, 469 ppISBN:
  • 978-1-4822-5344-3
Subject(s): DDC classification:
  • 519 Probabilities and applied mathematics
Online resources:
Contents:
from the Table of Contents: Preface; The Golem of Prague; Small Worlds and Lard 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; Endnotes; Bibliography; Index;
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Loanable Institute for Advanced Studies (IHS) Book 21193-A Available IHS103503602

from the Table of Contents: Preface; The Golem of Prague; Small Worlds and Lard 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; Endnotes; Bibliography; Index;

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