Past exam of the mathematics course of the University of Cambridge 2015 iii Paper 29 1 iii Solution Created 2026-10-03 Updated 2026-10-06
Put . The stopped martingale in discrete time identityshows that is a martingale: the indicator function is -measurable and the increment has zero conditional expectation. Integrability follows because is selected from the finitely many integrable values .
For the bounded stopping time , the optional stopping theorem in its conditional form givesHere is the stopping-time sigma-algebra. Indeed, for , partition into and apply the martingale identity on each piece. This proves the displayed conditional expectation identity directly.
Let and . Conditional absolute-value domination and the Markov inequality give and, for any ,First choose using the uniform integrability of , and then choose . The estimate is uniform in , proving uniform integrability of a stopped uniformly integrable martingale. No finiteness assumption on is needed.
Past exam of the mathematics course of the University of Cambridge 2015 iii Paper 29 2 iii Solution Created 2026-10-03 Updated 2026-10-06
Recall the stopping-time sigma-algebra:For the proposed random time,The first set belongs to . Since , the second can be writtenwhich also belongs to . Therefore is a stopping time, as in pasting ordered stopping times. Moreover , so is a bounded stopping time.