Past exam of the mathematics course of the University of Cambridge 2018 iii Paper 211 2 a Solution Created 2026-10-03 Updated 2026-10-05
Let be a localizing sequence for the discrete-time local martingale . For , the increment of the stopped martingale isand . Thus, for any ,The assumed integrability gives the dominating random variable . The dominated convergence theorem now yields , or . Iterating the tower property of conditional expectation proves an integrable discrete-time local martingale is a true martingale. The proof uses the discrete-time increment indicator; the conclusion does not extend to continuous time.
Past exam of the mathematics course of the University of Cambridge 2018 iii Paper 211 2 b Solution Created 2026-10-03 Updated 2026-10-05
Under the standard local martingale definition, is integrable. For a nonnegative , the Fatou lemma and a localizing sequence giveHence every is integrable, and part (a) applies. Therefore a nonnegative discrete-time local martingale is a true martingale. This is stronger than the continuous-time supermartingale conclusion.
Past exam of the mathematics course of the University of Cambridge 2018 iii Paper 211 2 c Solution Created 2026-10-03 Updated 2026-10-05
Take an increasing localizing sequence for and define the stopping timesThe predictable process condition makes a stopping time. For each fixed finite time range, the finitely many coefficients are finite almost surely; hence almost surely.
The stopped martingale transform can be writtenIts coefficient is -measurable and bounded in absolute value by . Each summand is consequently integrable with zero conditional expectation given , since is a true martingale. Thus is a true martingale andThe original PDF fixes ; the TeX extraction omits this equality.
Past exam of the mathematics course of the University of Cambridge 2018 iii Paper 211 6 b Solution Created 2026-10-03 Updated 2026-10-05
Let and be the predictable holdings of the stock and the bank account. With no consumption, the self-financing portfolio has and . The Itô product rule, together with the dynamics from part (a), givesThe drift vanishes because and . Thus is a local martingale. It is nonnegative by the assumed nonnegative wealth and strict positivity of , and henceFor example, this last fact follows directly from Conditional Fatou lemma applied to a localizing sequence; the initial capital is assumed finite. As usual, holdings must be integrable against the asset semimartingales for the self-financing portfolio equation to be defined.
Past exam of the mathematics course of the University of Cambridge 2019 iii Paper 202 1 1 Solution 2026-10-03
Let be a localizing sequence for . For , the optional sampling theorem givesBoth sides converge almost surely to and , and . Conditional dominated convergence therefore yields , so is a martingale. Moreover, the family is dominated by the integrable random variable , hence is uniformly integrable. Thus is a uniformly integrable martingale.