Solution

ID: past-exam-of-the-mathematics-course-of-the-university-of-cambridge/2004/iii/paper-35/1/c/solution

Direct substitution into the three equations gives
Since the covariance matrix is invertible, this identifies its unique solution:
The original PDF has all three components; the converted TeX's damaged binomial notation should not be used.

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