Estimating discontinuous periodic signals in a non-time homogeneous diffusion process
Statistics Theory
2010-03-18 v2 Statistics Theory
Abstract
We consider a diffusion with some -periodic time dependent input term contained in the drift: under an unknown parameter , some discontinuity - an additional periodic signal - occurs at times , . Assuming positive Harris recurrence of and exploiting the periodicity structure, we prove limit theorems for certain martingales and functionals of the process . They allow to consider the statistical model parametrized by locally in small neighbourhoods of some fixed , with radius as . We prove convergence of local models to a limit experiment studied by Ibragimov and Khasminskii [IH 81] and discuss the behaviour of estimators under contiguous alternatives.
Cite
@article{arxiv.0903.5061,
title = {Estimating discontinuous periodic signals in a non-time homogeneous diffusion process},
author = {Reinhard Hoepfner and Yury Kutoyants},
journal= {arXiv preprint arXiv:0903.5061},
year = {2010}
}
Comments
42 pages