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Q100Section III (Statistics)100 of 145

LMP Cauchy test: ∑Yi\sum Y_i has null variance n/8n/8, so the cut-off is n/8 zα\sqrt{n/8}\,z_\alpha

Let X1,…,XnX_1,\dots,X_n be iid Cauchy C(θ)C(\theta). The locally most powerful test of size α\alpha for testing H0:θ=0H_0:\theta=0 against H1:θ>0H_1:\theta>0 is (with Yi=Xi/(1+Xi2)Y_i=X_i/(1+X_i^2)):

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