23
3

Moderate deviations for parameters estimation in a geometrically ergodic Heston process

Abstract

We establish a moderate deviation principle for the maximum likelihood estimator of the four parameters of a geometrically ergodic Heston process. We also obtain moderate deviations for the maximum likelihood estimator of the couple of dimensional and drift parameters of a generalized squared radial Ornstein-Uhlenbeck process. We restrict ourselves to the most tractable case where the dimensional parameter satisfies a>2a>2 and the drift coefficient is such that b<0b<0. In contrast to the previous literature, parameters are estimated simultaneously.

View on arXiv
Comments on this paper