Remarks on uniform convergence of random variables and statistics

Abstract: Convergence in distribution, convergece in probability, and convergence almost surely, uniform with respect to a family of probability distributions, is considered. These concepts appeared to be appropriate tools for asymptotic theory of mathematical statistics and many partial results are scattered in the literature of the subject. The aim of this note is to present a unified review of the results in a general and abstract setup. We examine a few rather paradoxical examples which hopefully shed some light on the subtleties of the underlying definitions and the role of asymptotic approximations in statistics. A motivation for considering these problems is provided by their applications.

Standort
Deutsche Nationalbibliothek Frankfurt am Main
Umfang
Online-Ressource
Sprache
Englisch

Erschienen in
Remarks on uniform convergence of random variables and statistics ; volume:45 ; number:2 ; year:2012 ; pages:265-274 ; extent:10
Demonstratio mathematica ; 45, Heft 2 (2012), 265-274 (gesamt 10)

Urheber
Niemiro, Wojciech
Zieliński, Ryszard

DOI
10.1515/dema-2013-0381
URN
urn:nbn:de:101:1-2411171657549.206856959342
Rechteinformation
Open Access; Der Zugriff auf das Objekt ist unbeschränkt möglich.
Letzte Aktualisierung
15.08.2025, 07:27 MESZ

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Beteiligte

  • Niemiro, Wojciech
  • Zieliński, Ryszard

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