Past exam of the mathematics course of the University of Cambridge 2009 iii Paper 29 5 b Solution Created 2026-10-03 Updated 2026-10-14
Since is continuous, strictly increasing and unbounded, is its continuous inverse: , and . These inverse times are stopping times. Put , which is continuous and strictly positive and is adapted to the inverse-clock filtration .
Evaluate the identity from part (a) at . The Lebesgue-Stieltjes change of variable givesThereforeThe process is Brownian motion in this same filtration by the construction in part (a). The drift integral is finite on each compact interval because the positive continuous process has a positive minimum there. This is the dimension-three case of the Exponential Brownian-to-Bessel time change.
Past exam of the mathematics course of the University of Cambridge 2016 iii Paper 202 6 c Solution Created 2026-10-03 Updated 2026-10-06
The Itô formula for gives the stochastic differential equationWrite for its continuous local martingale part. Its clock is the quadratic variationBecause , is strictly increasing. For , its inverse satisfies and . The Dambis-Dubins-Schwarz theorem, or the Lévy characterization of Brownian motion after the optional time-change theorem, makes a Brownian motion for the time-changed filtration. With ,This is the Bessel process equation with dimension , on the positive stochastic interval. This establishes the Exponential Brownian-to-Bessel time change.
The lifetime convention is important: the inverse is defined only for . If , the strong law for Brownian motion gives , so exponentially and . Then as , and this is its first hit of zero after continuous extension. If the clock diverges by the same strong law. If it diverges by infinite occupation time of one-dimensional Brownian motion on a bounded interval, since is bounded below there. Thus the lifetime is infinite when . Negative dimensions are interpreted by the same positive-state equation killed at zero; no post-zero Bessel process behavior is asserted.
Past exam of the mathematics course of the University of Cambridge 2023 iii Paper 202 4 c Solution Created 2026-09-28 Updated 2026-10-03
Let and . By the Dambis-Dubins-Schwarz theorem, is Brownian motion. Setting and using transforms the decomposition in part b intoComparison with the Bessel process equation givesThus an exponential Brownian motion with drift becomes a Bessel process under its quadratic-variation time change; this is an Exponential Brownian-to-Bessel time change.