Part IV · Chapter 42Version 1.1 · 5 November 202641 min read
Statistical Significance and Robustness
Key message
A fairness finding is defensible only when a valid test shows the disparity is unlikely to be noise, its size is reported, and it survives outliers, alternative data splits, plausible distribution shifts and a search for hidden subgroups.
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