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Showing 1 to 1 of 1 for “"Neyman-Pearson Classification"”.
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Statistical Hypothesis Testing Under Model Uncertainty
… we propose a composite hypothesis test in the Neyman-Pearson setting where the null distribution is known and the alternative distribution belongs to a certain family of distributions. The proposed test interpolates between Hoeffding's test and the likelihood ratio test and achieves the optimal …