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Andrew Gelman

Teoksen Bayesian Data Analysis tekijä

9+ teosta 851 jäsentä 9 arvostelua 1 Favorited

Tietoja tekijästä

Andrew Gelman is a professor at Columbia University, New York, USA John B. Carlin is a professor at the University of Melbourne, Australia Hal S. Stern is a professor at the University of California, Irvine, USA Donald B. Rubin is a professor at Harvard University, Cambridge, Massachusetts, USA

Sisältää nimen: Andrew Gelman

Tekijän teokset

Associated Works

Beautiful Data: The Stories Behind Elegant Data Solutions (2009) — Avustaja — 261 kappaletta

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male
Kansalaisuus
USA

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An excellent detailed but practical introduction to Regression from a largely Bayesian point of view with great examples and R code. There are many interesting asides, e.g. regression to the mean, and some key topics are explained in 2 or 3 different ways to aid your understanding. Also, by doing things in both a traditional frequentist - maximum likelihood way and then using stan_glm, the benefits of the Bayesian approach are seen.
 
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markm2315 | Jul 1, 2023 |
In the end I'm a bit torn. Everybody describes it as the bible of bayesian statistics and it indeed covers a wide range of topics and by that supersedes all other general textbooks on bayesianism I know of. A great amount of literature is given after each chapter for everyone who wants to learn more about specific stuff. As a first time introduction on the other hand it's an incredible bad choice - if you don't know the basics you are going to have a bad time.
 
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aeqk | 1 muu arvostelu | Dec 13, 2020 |
One of the best books on multi-level models. It was a great read and I loved the examples.
 
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Jewel.Barnett | 2 muuta kirja-arvostelua | Sep 6, 2017 |

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9
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851
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#30,067
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4.0
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41
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1

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