most citedInconistent multiple testing corrections: The fallacy of using family-based error rates to make inferences about individual hypotheses

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stat.OT2026

p-Hacking Inflates Type I Error Rates in the Error Statistical Approach but not in the Formal Inference Approach

Mark Rubin

p-hacking occurs when researchers conduct multiple significance tests (e.g., p1;H0,1 and p2;H0,2) and then selectively report tests that yield desirable (usually significant) resul…