Inferential Statisticshard
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Suppose we are testing H0:θ=θ0H_0: \theta = \theta_0 against Ha:θ>θ0H_a: \theta > \theta_0. If we use the Score test statistic S(θ0)=U(θ0)2I(θ0)S(\theta_0) = \frac{U(\theta_0)^2}{I(\theta_0)}, where UU is the score function and II is Fisher information, what is its asymptotic distribution under H0H_0?