Past exam of the mathematics course of the University of Cambridge 2015 iii Paper 30 3 b Solution Created 2026-10-03 Updated 2026-10-06
Fix and an event . Multiplying the conditional characteristic function identity by and taking expectation givesThe left side is the Fourier transform of the finite measureBy the uniqueness theorem for characteristic functions, this measure equals times the distribution. Thus, for every Borel set ,Taking to be the whole sample space identifies the increment's law, and the full identity proves independence from . Together with the assumed adaptation, continuity, and initial value, these are exactly the defining Brownian properties. This proves the conditional characteristic-function criterion for Brownian increments.