For two zero-starting continuous martingales square-integrable at time , the Itô isometry gives . The polarization identity yields the displayed identity. Integrability of the cross-bracket follows from the Kunita-Watanabe inequality and the Cauchy-Schwarz inequality.
Past exam of the mathematics course of the University of Cambridge 2005 iii Paper 38 2 a iii Solution Created 2026-10-03 Updated 2026-10-14
The polarization identity for quadratic covariation, together with , yieldsThe bracket identity for each zero-starting square-integrable martingale is the Itô isometry for integration of the constant integrand against that martingale. Polarizing both identities gives the displayed covariance identity for continuous square-integrable martingales. The bracket is integrable: its total variation is at most by the Kunita-Watanabe inequality, whose expectation is finite by the Cauchy-Schwarz inequality. Therefore condition (iii) is equivalent to (ii).
Past exam of the mathematics course of the University of Cambridge 2019 iii Paper 202 4 1 Solution 2026-10-03
For every real , the quadratic variation of on is nonnegative:Its discriminant is therefore nonpositive. This gives the pathwise Kunita-Watanabe inequality
Past exam of the mathematics course of the University of Cambridge 2022 iii Paper 202 5 a 2 Solution Created 2026-09-28 Updated 2026-10-03
For a partition of , apply the first inequality to each increment of the covariation and then the Cauchy-Schwarz inequality:Taking the supremum over partitions proves the Kunita-Watanabe inequality
Past exam of the mathematics course of the University of Cambridge 2024 iii Paper 202 2 b iii Solution Created 2026-09-24 Updated 2026-10-03
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