Second order asymptotic efficiency for a Poisson process
Statistics Theory
2020-06-25 v1 Methodology
Statistics Theory
Abstract
We consider the problem of the estimation of the mean function of an inhomogeneous Poisson process when its intensity function is periodic. For the mean integrated squared error (MISE) there is a classical lower bound for all estimators and the empirical mean function attains that lower bound, thus it is asymptotically efficient. Following the ideas of the work by Golubev and Levit, we compare asymptotically efficient estimators and propose an estimator which is second order asymptotically efficient. Second order efficiency is done over Sobolev ellipsoids, following the idea of Pinsker.
Cite
@article{arxiv.2006.13516,
title = {Second order asymptotic efficiency for a Poisson process},
author = {Samvel Gasparyan},
journal= {arXiv preprint arXiv:2006.13516},
year = {2020}
}
Comments
8 pages