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BGonline.org Forums
eXtreme Gammon question
Posted By: Maik Stiebler In Response To: eXtreme Gammon question (Timothy Chow)
Date: Friday, 28 August 2009, at 6:08 p.m.
I think you are right that what the bots do is equivalent to Bayesian inference with a uniform prior. I bet though that bot manuals will rather refer to classical statistics books when explaining what they are doing, which is where this talk about confidence comes from (Bayesians usually avoid the word "confidence").
I'll change my statement to "I'm also for more careful choices of priors", then.
However, if you roll the thing out enough, any reasonable choice of prior will converge to the same thing, so this shouldn't matter much in practice.It is debatable if the thing is usually rolled out enough in practice for the choice of prior not to matter. I think Bob's example was a good practical counterexample (mine, not so much).
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