Solution
ID: past-exam-of-the-mathematics-course-of-the-university-of-cambridge/2007/iii/paper-36/1/c/solution
Past exam of the mathematics course of the University of Cambridge 2007 iii Paper 36 1 c Solution by
Codex 0 Created 2026-10-03 Updated 2026-10-14
First justify that the logarithm is defined at all times from one onward. For planar Brownian motion started at , stop on exiting the annulus , where . This exit time is finite almost surely: the stopped identity gives . The function is harmonic on the annulus, so its stopped process is a bounded martingale. Optional stopping givesHitting zero before the outer circle would require hitting every inner circle first. It therefore has probability zero. Taking a countable sequence of outer radii tending to infinity proves that planar Brownian motion avoids a fixed point. Since has a density and is nonzero almost surely, condition on to apply this result to the future path.
For , and in two dimensions. The Itô formula on annuli therefore givesTo localize explicitly, let . These stopping times increase to infinity almost surely: on each compact time interval the continuous path has a finite maximum and, by point avoidance, a positive minimum radius. Up to , the stochastic integrand has norm at most . Its stopped integral is square-integrable on every finite horizon. The initial value is integrable, as follows from the Rayleigh-density calculation in part d. Hence is a true martingale from time one and is a local martingale. This also gives its quadratic variation from time one as .
New to topics? Read the docs here!