Empirical characteristic process 2026-10-06
The centered process describes fluctuations of the empirical characteristic function. At a fixed frequency, its real and imaginary parts satisfy a multivariate central limit theorem. A process-level limit requires further control over the frequency index.
Past exam of the mathematics course of the University of Cambridge 2016 iii Paper 209 2 a Solution Created 2026-10-03 Updated 2026-10-06
The empirical characteristic function replaces the expected value in a characteristic function by the sample average:Its centered fluctuation at the central limit theorem scale is the empirical characteristic process:In particular, and .