Part IV · Chapter 43Version 1.1 · 5 November 202631 min read

    Small Samples and Sparse Subgroups

    Key message

    Small groups are where fairness harms are most likely to hide and hardest to measure; assessments must report them with exact or score-based intervals, correct for multiplicity and estimator bias, borrow strength transparently and never drop them silently.

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