Solution

ID: past-exam-of-the-mathematics-course-of-the-university-of-cambridge/2021/iii/paper-224/1/c/solution

Fix and choose
Under , the weak law of large numbers makes the normalized log likelihood ratio converge in probability to , so . On this Neyman-Pearson decision region,
and hence
Letting proves the direct bound.

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