Statistical Rethinking

A Bayesian Course with R Examples

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Richard McElreath: Statistical Rethinking (2015, CRC Press LLC)

487 pages

English language

Published March 1, 2015 by CRC Press LLC.

ISBN:
978-1-4822-5344-3
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5 stars (5 reviews)

12 editions

Review of 'Statistical Rethinking' on 'Goodreads'

4 stars

If you read through this text you will get a great course in Bayesian statistics with lots of R code, many interesting asides, comparisons to frequentist methods and philosophical comments. I think I understand the Bayesian approach much better than I had before. In my limited experience, using this approach is still a lot of work, gives a near identical answer (since I've avoided p values for years anyway), and the principle advantage is that when the researcher/client tells you what they think your confidence intervals mean, they are right.

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Subjects

  • Bayesian statistical decision theory
  • Programming languages (electronic computers)