Category: Statistics
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Multiple hypothesis testing and the Holm-Bonferroni method
When testing multiple hypotheses at the same time, we must be careful when analyzing the results. A naive analysis of the data will greatly increase our risk of making a type 1 error (i.e., reaching a false positive conclusion on one of the hypotheses). This issue is known as the Multiple Comparisons Problem (MCP) and…