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Q40Section B (Section B)40 of 60

Size, power and UMP property for a normal mean

Let θ0\theta_0 and θ1\theta_1 be real constants such that θ1>θ0\theta_1>\theta_0. Suppose that a random sample is taken from a N(θ,1)N(\theta,1) distribution, θ∈R\theta\in\mathbb{R}. For testing H0:θ=θ0H_0:\theta=\theta_0 against H1:θ=θ1H_1:\theta=\theta_1 at level 0.050.05, let α\alpha and β\beta denote the size and the power, respectively, of the most powerful test, ψ0\psi_0. Then which of the following statements is/are correct?

Multiple select: one or more options are correct. Select all of them, then submit — marks need the exact set.

Options

Select every correct option, then submit.