ON THE EXISTENCE OF UNBIASED MONTE-CARLO ESTIMATORS

Authors
Citation
P. Mathe, ON THE EXISTENCE OF UNBIASED MONTE-CARLO ESTIMATORS, Journal of approximation theory, 85(1), 1996, pp. 1-15
Citations number
15
Categorie Soggetti
Mathematics, Pure",Mathematics
ISSN journal
00219045
Volume
85
Issue
1
Year of publication
1996
Pages
1 - 15
Database
ISI
SICI code
0021-9045(1996)85:1<1:OTEOUM>2.0.ZU;2-7
Abstract
For many typical instances where Monte Carlo methods are applied attem pts were made to find unbiased estimators, since for them the Monte Ca rlo error reduces to the statistical error. These problems usually tak e values in the scalar field. If we study vector valued Monte Carlo me thods, then we are confronted with the question of whether there can e xist unbiased estimators. This problem is apparently new. Below it is settled precisely. Partial answers are given, indicating relations to several classes of linear operators in Banach spaces. (C) 1996 Academi c Press, Inc.