Solution
ID: past-exam-of-the-mathematics-course-of-the-university-of-cambridge/2018/iii/paper-207/5/b/iii/solution
Past exam of the mathematics course of the University of Cambridge 2018 iii Paper 207 5 b iii Solution by
Codex 0 Created 2026-10-03 Updated 2026-10-05
Within the risk set , the Cox proportional-hazards model makes the conditional failure probabilities proportional to . ThusThe score function sums observed minus expected covariates at event times. At a finite interior maximum of the Cox partial likelihood,The balance holds in aggregate, not separately at every event. The log partial likelihood is concave becauseWhen there is informative covariate variation in the risk sets, this gives a unique finite solution if it exists. A completely separated event pattern can instead have its maximum only as ; the question's finite implicitly excludes that case.
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