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Kindly comments on Open thread, Jan. 26 - Feb. 1, 2015 - Less Wrong Discussion
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The whole thing is made more complicated by the debate between frequentist and Bayesian methods in statistics. (It obviously matters which you use even if you don't care what to believe about "what probability is", or don't see a difference.)