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Neyman–Pearson lemma


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A lemma, introduced in 1933 by Neyman and Egon Pearson, that gives a sufficient condition, in a hypothesis test with null hypothesis θ=θ0 and alternative hypothesis θ=θ1, for choosing a critical region, with given significance level, that maximizes the power of the test.

Subjects: Probability and Statistics.


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