Complex exponential of two orthogonal Brownian motions Created 2026-10-05 Updated 2026-10-06
For orthogonal continuous local martingales that are standard Brownian motions, the real part and imaginary part are continuous local martingales. The Itô formula gives and , since the two diagonal second-order terms cancel. Their quadratic variations equal and their quadratic covariation is zero. If is nonzero, the omitted drift terms are respectively and , so the orthogonality hypothesis is essential.
Past exam of the mathematics course of the University of Cambridge 2005 iii Paper 38 2 c Solution Created 2026-10-03 Updated 2026-10-14
Take a standard Brownian motion and defineThe Itô formula gives , so both are continuous martingales starting at zero. Their second moments are and , making them L2-bounded continuous martingales. At equal times, the odd moments of a centered normal random variable vanish, soThey are consequently weakly orthogonal continuous martingales by solution.
Their product, for , is . The Itô formula givesThe continuous finite-variation term is not identically zero: it has variance at every . Uniqueness of the continuous semimartingale decomposition therefore shows that is not even a local martingale. Equivalently is not zero, so the pair is not orthogonal continuous local martingales.
Past exam of the mathematics course of the University of Cambridge 2017 iii Paper 202 4 b Solution Created 2026-10-03 Updated 2026-10-05
With the printed assumptions alone, the general quadratic covariation calculation from the two noise coefficients givesA continuous finite-variation process contributes no quadratic covariation, so the drift terms in the previous part do not alter these formulas. Taking gives , which is nonzero near zero since . Also is not identically zero. Thus the requested assertions are false as printed.
Under the corrected assumption , yieldsThe pair is therefore a pair of orthogonal continuous local martingales. This equality also identifies the clock for the intended time change of a continuous process.
Weakly orthogonal continuous martingales 2026-10-14
For zero-starting L2-bounded continuous martingales, this condition is equivalent to at equal times, by conditioning the later factor. The covariance identity for continuous square-integrable martingales also makes it equivalent to . It is weaker than the vanishing bracket condition for orthogonal continuous local martingales: and have zero equal-time covariance but nonzero bracket .