On the structure of UMVUEs
Statistics Theory
2015-07-13 v1 Statistics Theory
Abstract
In all setups when the structure of UMVUEs is known, there exists a subalgebra (MVE-algebra) of the basic -algebra such that all -measurable statistics with finite second moments are UMVUEs. It is shown that MVE-algebras are, in a sense, similar to the subalgebras generated by complete sufficient statistics. Examples are given when these subalgebras differ, in these cases a new statistical structure arises.
Cite
@article{arxiv.1507.02769,
title = {On the structure of UMVUEs},
author = {Abram M. Kagan and Yaakov Malinovsky},
journal= {arXiv preprint arXiv:1507.02769},
year = {2015}
}
Comments
Accepted for publication in Sankhya A