Inferential Statisticshard
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Consider a random sample X1,,XnX_1, \dots, X_n from a distribution with density f(xθ)=θxθ1f(x|\theta) = \theta x^{\theta-1} for x(0,1)x \in (0, 1). Suppose we want to test H0:θ=1H_0: \theta = 1 versus Ha:θ=2H_a: \theta = 2. According to the Neyman-Pearson Lemma, which statistic provides the most powerful test?