Statistics 550 Notes 3

where is the probability mass function or probability density function of the data X. The statistic L takes on the value when and by convention equals 0 when both . We call a likelihood ratio test if . Theorem 4.2.1 (Neyman-Pearson Lemma): Consider testing vs. (a) If and is a size likelihood ratio test, then is a most powerful level test ................
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