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Although One Revision of Prior Probabilities Can Provide Useful Posterior

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Although one revision of prior probabilities can provide useful posterior probability estimates, additional information can be gained from performing the experiment a second time.

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Definitions:

Independent Random Samples

Samples selected from the same population where the selection of one element does not influence or affect the selection of any other element.

Rejection Regions

The portion of a sampling distribution that, if a test statistic falls within, leads to the rejection of the null hypothesis.

Testing Conditions

The specific circumstances or requirements under which a test or experiment is conducted.

Assumptions of Normality

The prerequisite that a dataset should be normally distributed for certain statistical tests to be applicable.

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