Past exam of the mathematics course of the University of Cambridge 2015 iii Paper 30 2 c Solution Created 2026-10-03 Updated 2026-10-06
Let and define the scale function of a one-dimensional diffusionSince is continuous, , andThus is strictly increasing. The Itô formula for the additive-noise equation givesThe integrand is locally square-integrable: a continuous path has compact range on every finite interval, where is bounded. HenceThis is the scale transform for an additive-noise diffusion. Its range is the open interval , which need not be all of .
The diffusion coefficient obtained from a scale transform for an additive-noise diffusion need only be defined on an open interval. If it is Lipschitz, its limit at a finite endpoint is zero: a positive limit would bound the derivative of the inverse scale and prevent the inverse from diverging. Extending it by zero beyond finite endpoints therefore preserves global Lipschitz continuity.