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Managing Multiple Hypothesis Tests

When conducting multiple hypothesis tests, the size of the test increases, potentially leading to incorrect conclusions. This raises a question about the necessity of adjusting p-values, such as with the Bonferroni method, to maintain theoretical validity. The challenge lies in determining the appropriate method for managing multiple tests to avoid inflated type I error rates.

Mathematics & logic, Mathematics, Arithmetic