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Calculating confidence values

Posted By: Timothy Chow
Date: Wednesday, 2 September 2009, at 4:33 a.m.

In Response To: Calculating confidence values (Maik Stiebler)

Maik Stiebler wrote:

It should be acceptable practice in Bayesian inference to do a set of rollout trials, update your prior, and, depending on whether you are happy with your new state of information as represented by the posterior, add some more trials or not.

For a specific example of the kind of pitfall I meant, note that it is important that any new trials you do must be independent of all your previous trials, or else the simple method of updating your probabilities that I described won't be valid any more. If you're not systematic about what you're doing, it is easy to lose track of what's independent of what.

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