Solution

ID: past-exam-of-the-probability-statistics-and-options-ii-course-of-the-university-of-oxford/2010/o/o5/b/solution

For a fixed , the likelihood ratio against the null is
strictly increasing in . The Neyman–Pearson critical region is therefore an upper tail in , and its null threshold depends only on the desired size, not on which was chosen. Thus the same test is uniformly most powerful for the entire one-sided alternative.
Under the null with the second parameter interpreted as rate. Its continuous distribution permits the exact threshold
Under any fixed alternative its rejection probability is . Applying the lemma separately to each such shows that every level- test has power at most this value there. The constructed test attains the bound for all simultaneously.

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