Robustness of statistical models
Statistics Theory
2021-10-13 v1 Statistics Theory
Abstract
A statistical structure on a smooth manifold induced by is said to be {\em robust} if there exists an open neighborhood of in the fine -topology consisting of statistical structures induced by . Using Nash--Gromov implicit function theorem, we show robustness of the generic statistical structure induced on by the standard linear statistical structure on , for sufficiently large.
Cite
@article{arxiv.2110.06145,
title = {Robustness of statistical models},
author = {Andrea Loi and Stefano Matta},
journal= {arXiv preprint arXiv:2110.06145},
year = {2021}
}
Comments
8 pages