Independent increments and stationary increments make a Lévy process's characteristic functions multiplicative in time. Together with continuity of Lévy characteristic functions and the value one at time zero, this forces an exponential. A continuous local complex logarithm is additive: its failure of additivity would be a continuous integer multiple of , hence zero. The Cauchy functional equation and subdivision then give the exponential at every time. This construction of the characteristic exponent of a Lévy process precedes the Lévy–Khintchine formula describing the exponent's possible form.
Past exam of the mathematics course of the University of Cambridge 2013 iii Paper 24 2 b Solution Created 2026-10-03 Updated 2026-10-07
Fix and let . For any , use to obtainThe probability tends to zero by stochastic continuity. Taking the limit superior and then letting provesThis proves continuity of Lévy characteristic functions from the elementary estimate, without requiring moments or replacing convergence in probability by an unjustified almost sure limit. At , time approaches from the right. If stochastic continuity is formulated only at zero, stationary increments give the same argument at every : the absolute value of has the law of . For the characteristic function is identically one.