Solution

ID: past-exam-of-the-mathematics-course-of-the-university-of-cambridge/2008/iii/paper-47/6/b/iv/solution

Using the EM for merged multinomial cells E-step,
Applying the M-step maximum-likelihood estimator to the filled counts gives

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