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wedrifid comments on Bayesian Flame - Less Wrong
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That's a lot of integration to get my head around.
All you need is page 3 (especially the figure). If you understand that in depth, then I can tell you what the confidence belt for my problem above looks like. Then I can give you a simulation algorithm and you can play around and see exactly how confidence intervals work and what they can give you.