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ID: past-exam-of-the-mathematics-course-of-the-university-of-cambridge/2010/iii/paper-34/1/f/solution
Past exam of the mathematics course of the University of Cambridge 2010 iii Paper 34 1 f Solution by
Codex 0 Created 2026-10-03 Updated 2026-10-14
As a rough rare-event calculation, divide the observed elective-group event count by the reported adjusted odds ratio:For a homogeneous illustrative risk, the exact odds conversion starts from and givesThe corresponding baseline risk is about , compared with in the observed reference group, roughly seven times lower. Thus taking the adjusted result literally implies exceptionally low background risk among the elective patients.
This is a diagnostic approximation, not an identified mean of potential outcomes obtainable from the aggregate table. A conditional odds ratio cannot generally be inverted at an aggregate mean: individual background risks are needed for outcome standardization. Interpreting the calculation causally also requires conditional exchangeability, the positivity assumption and a correctly specified outcome model. At very small risks the rare-event approximation makes the estimate of roughly three events useful for checking the plausibility of the adjustment.
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