Past exam of the mathematics course of the University of Cambridge 2009 iii Paper 29 6 b Solution Created 2026-10-03 Updated 2026-10-14
Write and interpret the positive solution up to its first hit of zero, where the displayed drift is singular. For ,Thus is a scale function of a one-dimensional diffusion on every with . It is strictly decreasing if ; multiplying by gives the conventionally increasing scale, without changing any hitting ratio.
Fix . Exit from is almost surely finite. Indeed the coefficients are locally Lipschitz there, so there is no lifetime obstruction in this compact interval. If the process stayed inside forever, the equation and would give for every , contradicting the almost sure unboundedness above of Brownian motion. Therefore part (a)'s bounded optional-stopping argument applies and givesIf , then and , so . Hitting zero before would entail hitting every before ; it therefore has probability zero. Every continuous path reaching zero in finite time is bounded up to that time, so it belongs to this event for some integer . A countable union proves
If , then . Taking in the probabilities alone does not yet exclude approaching zero only at infinite time. To establish finite-time access to zero for Bessel dimensions below two, defineIt is continuous, nonnegative, zero at , and satisfies on , since and . Itô's formula stopped at , followed first by expectation at , givesLet and then . The stopping times increase and have uniformly bounded expectation, so their limit is finite almost surely. On this finite interval , and the increasing drift integral is bounded by . Hence it has a finite limit, and the stochastic equation makes extend continuously to . If the upper endpoint was not reached, the lower stopped values tend to zero, so the terminal value is zero. Thus genuinely denotes a finite hitting time.
The lower-exit events decrease to as , giving . Let to obtainThere is no finite explosion to : on a finite horizon, any excursion above level has drift at most , so its height is bounded by . The two alternatives therefore describe the zero-boundary lifetime, giving the Hitting-zero classification for a Bessel process of dimension .