Consider the problem of testing the null hypothesis (H_{0}: theta leq theta_{0}) against the alternative hypothesis (H_{1}:

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Consider the problem of testing the null hypothesis \(H_{0}: \theta \leq \theta_{0}\) against the alternative hypothesis \(H_{1}: \theta>\theta_{0}\) using the test statistic \(Z_{n}=\) \(n^{1 / 2} \sigma^{-1}\left(\hat{\theta}_{n}-\theta_{0}ight)\) where \(\sigma\) is known and the null hypothesis is rejected whenever \(Z_{n}>r_{n, \alpha}\), a constant that depends on \(n\) and \(\alpha\). Prove that this test is unbiased.

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