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KPier comments on Open Thread, March 16-31, 2012 - Less Wrong Discussion
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My favorite explanation of Bayes' Theorem barely requires algebra. (If you don't need the extended explanation, just scroll to the bottom, where the problem is solved.)
That is a good article. I am looking for dozens of examples, all worked out in subtly different ways, just like a mini-textbook. OR a chapter in a regular text book. I'll probably have to just do it myself.