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A maximin test maximizes the smallest power over a composite alternative subject to controlling the largest rejection probability over a composite null.

For a randomized test $\phi (X_1,\dots ,X_n)\in [0,1]$, level $\alpha$ over the null neighborhood meansA maximin test maximizes its worst-case poweramong all tests satisfying that robust level constraint.