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Bayesian Statistics Made Simple
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Allen Downey
October 29, 2020
Programming
1
160
Bayesian Statistics Made Simple
An introduction to Bayesian statistics, presented at ODSC West 2020.
Allen Downey
October 29, 2020
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Transcript
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https://commons.wikimedia.org/wiki/File:Bayes%27_Theorem_MMB_01.jpg
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01_cookie.ipynb
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Hypotheses Probabilities Bowl 1 0.6 Bowl 2 0.4
unnorm = prior * likelihood prob_data = unnorm.sum() posterior =
unnorm / prob_data
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CC BY-SA 3.0, https://en.wikipedia.org/w/index.php?curid=5709790
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thinkbayes.com
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thinkstats2.com
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[email protected]
/blog github website twitter email blog
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