Binomial Likelihood
Two designs, identical data, likelihoods differing by a constant factor of 4. The posterior is Beta(10, 4) either way.
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Stopping Rules
When an experiment ends must be decided before the results are seen. The kinds of rule in use, which error rate each protects, and what looking early costs.