Bayesian Statistics Books

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Statistical Rethinking: A Bayesian Course with Examples in R and Stan (Chapman & Hall/CRC Texts in Statistical Science) Statistical Rethinking: A Bayesian Course with Examples in R and Stan (Chapman & Hall/CRC Texts in Statistical Science)
by (shelved 3 times as bayesian-statistics)
avg rating 4.70 — 520 ratings — published 2015
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Doing Bayesian Data Analysis: A Tutorial Introduction with R and BUGS Doing Bayesian Data Analysis: A Tutorial Introduction with R and BUGS (Hardcover)
by (shelved 1 time as bayesian-statistics)
avg rating 4.36 — 371 ratings — published
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Chancing It: The Laws of Chance and How They Can Work for You Chancing It: The Laws of Chance and How They Can Work for You (Kindle Edition)
by (shelved 1 time as bayesian-statistics)
avg rating 3.80 — 225 ratings — published
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Probability and Statistics Probability and Statistics (Paperback)
by (shelved 1 time as bayesian-statistics)
avg rating 3.85 — 20 ratings — published
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“Probability is orderly opinion and inference from data is nothing other than the revision of such opinion in the light of relevant new information.”
Eliezer S. Yudkowsky

Brian Godsey
“Also, I named the algorithm I presented in the paper BAyesian Clustering Over Networks, also known as BACON, so I have that going for me.”
Brian Godsey, Think Like a Data Scientist: Tackle the data science process step-by-step

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