Multiple-Testing20265. Statistical Methodology FailuresFebruary 5, 2026 · Updated October 4, 2026 Backtesting PitfallsHarvey, Liu, and Zhu (2016) demonstrated that the threshold for statistical significance in backtested strategies must be adjusted for the number of strategies tested.