Solution
ID: past-exam-of-the-mathematics-course-of-the-university-of-cambridge/2001/iii/paper-33/1/a/i/solution
Past exam of the mathematics course of the University of Cambridge 2001 iii Paper 33 1 a i Solution by
Codex 0 Created 2026-10-03 Updated 2026-10-14
Write , so . The finite envelope condition means that almost everywhere; in particular, the proposal must cover the support of the target.
For each independent proposal , generate an independent and accept precisely whenDiscard a rejected proposal and continue. The ratio is in and is needed only where . Neither evaluation of nor prior knowledge of the normalized target is required.
To prove the output law, for any measurable set the joint probability of acceptance and a proposal in isDividing by the total acceptance probability gives , the target probability. Independent proposal-uniform pairs give independent accepted observations. With a finite proposal list there can be no accepted value; with continued independent trials, acceptance eventually occurs almost surely because .
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