Solution

ID: past-exam-of-the-mathematical-and-computational-biology-course-of-the-university-of-cambridge/2025/paper-1/2/b/solution

Put . Since the observations are independent random variables, their joint probability density function is a product. Therefore the likelihood function and log-likelihood are
These expressions assume positive observed values, as occurs with probability one under this continuous Erlang distribution.

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