Logarithmic radius of planar Brownian motion 2026-10-07
Started at radius one, planar Brownian motion avoids the origin, and its logarithmic radius is a continuous local martingale because the logarithmic potential is harmonic away from zero. It is a strict local martingale: at deterministic , the angular average of a logarithmic potential gives , whereas the initial value is zero. Absolute integrability follows from integrability of near zero and the Gaussian tail. Its positive expectation does not contradict nonnegative-local-martingale bounds, since this process takes both signs.
Past exam of the mathematics course of the University of Cambridge 2018 iii Paper 202 4 ii Solution Created 2026-10-03 Updated 2026-10-05
Let , with three independent standard Brownian motions, and set and . The radial stochastic process is a three-dimensional Bessel process, which never hits zero by the Hitting-zero classification for a Bessel process. In three dimensions is a harmonic function away from zero: direct differentiation gives .
For the stopping times , , the Itô formula givesThe coefficients are bounded by , so each stopped Itô integral is a true martingale on every finite horizon. The stopping times form a localizing sequence; as permitted, its divergence need not be proved here. Thus is a nonnegative continuous local martingale.
To see that is not a true martingale, integrate the three-dimensional multivariate normal density of in spherical coordinates. The angular integral yieldswhere is the standard normal distribution function. Therefore the reciprocal of a three-dimensional Bessel process is a strict local martingale.
For a three-dimensional Bessel process started at one, stays strictly positive and satisfies . The Itô formula makes its reciprocal a local martingale, but for . Thus the reciprocal is a strict local martingale. It can deflate the market with constant bank account and stock price without yielding a true pricing density for the bank account.