Past exam of the mathematics course of the University of Cambridge 2024 iii Paper 202 1 a i Solution Created 2026-09-24 Updated 2026-09-25
The integrand is a bounded previsible process, so is a continuous local martingale. The quadratic variation of a stochastic integral isbecause the Brownian zero set has zero Lebesgue measure. Since , the Lévy characterization of Brownian motion shows that is a standard Brownian motion.
Past exam of the mathematics course of the University of Cambridge 2024 iii Paper 202 1 b i Solution Created 2026-09-24 Updated 2026-09-25
The Dambis-Dubins-Schwarz theorem states that if is a continuous local martingale with and , then, forthe process is a standard Brownian motion and . If , one obtains the same representation after enlarging the probability space and continuing independently beyond .
Past exam of the mathematics course of the University of Cambridge 2024 iii Paper 202 2 b iii Solution Created 2026-09-24 Updated 2026-09-25
The Kunita-Watanabe inequality applied to the continuous local martingales gives directlyEquivalently, with the clock and densities from part (i), positivity of the covariance matrix gives , and the Cauchy-Schwarz inequality gives
Past exam of the mathematics course of the University of Cambridge 2024 iii Paper 211 3 a Solution Created 2026-09-24 Updated 2026-09-25
The cash-discounted stock is a positive continuous local martingale, because its dynamics contain no drift. Applying Itô formula to , the displayed partial differential equation cancels its drift exactly, leaving another local martingale. Since is bounded, is in fact a true martingale.
Thus the physical measure itself is an equivalent local martingale measure relative to cash for all three traded assets. The continuous-time fundamental theorem of asset pricing rules out arbitrage, more precisely no free lunch with vanishing risk, in the usual admissible class.
Past exam of the mathematics course of the University of Cambridge 2025 iii Paper 202 2 a i Solution Created 2026-09-24 Updated 2026-09-25
The bounded continuous local martingale is a square-integrable martingale. Since is a discrete predictable transform of , it has mean zero. The identity therefore givesuniformly in and .