On the Existence of Strongly Consistent Indirect Estimators When the Binding Function Is Compact Valued

We provide sufficient conditions for the definition and the existence of strongly consistent indirect estimators when the binding function is a compact valued correspondence. We use conditions that concern the asymptotic behavior of the epigraphs of the criteria involved, a relevant notion of contin...

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Main Author: Stelios Arvanitis
Format: Article
Language:English
Published: Wiley 2013-01-01
Series:Journal of Mathematics
Online Access:http://dx.doi.org/10.1155/2013/515830
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author Stelios Arvanitis
author_facet Stelios Arvanitis
author_sort Stelios Arvanitis
collection DOAJ
description We provide sufficient conditions for the definition and the existence of strongly consistent indirect estimators when the binding function is a compact valued correspondence. We use conditions that concern the asymptotic behavior of the epigraphs of the criteria involved, a relevant notion of continuity for the binding correspondence as well as an indirect identification condition that restricts the behavior of the aforementioned correspondence. These are generalizations of the analogous results in the relevant literature and hence permit a broader scope of statistical models. We examine simple examples involving Levy and ergodic conditionally heteroskedastic processes.
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spelling doaj-art-ba43d92bd0cf4d0f9fc9b8dc1b0e3f8b2025-02-03T06:11:38ZengWileyJournal of Mathematics2314-46292314-47852013-01-01201310.1155/2013/515830515830On the Existence of Strongly Consistent Indirect Estimators When the Binding Function Is Compact ValuedStelios Arvanitis0Athens University of Economics and Business, Patision 76, 10434 Athens, GreeceWe provide sufficient conditions for the definition and the existence of strongly consistent indirect estimators when the binding function is a compact valued correspondence. We use conditions that concern the asymptotic behavior of the epigraphs of the criteria involved, a relevant notion of continuity for the binding correspondence as well as an indirect identification condition that restricts the behavior of the aforementioned correspondence. These are generalizations of the analogous results in the relevant literature and hence permit a broader scope of statistical models. We examine simple examples involving Levy and ergodic conditionally heteroskedastic processes.http://dx.doi.org/10.1155/2013/515830
spellingShingle Stelios Arvanitis
On the Existence of Strongly Consistent Indirect Estimators When the Binding Function Is Compact Valued
Journal of Mathematics
title On the Existence of Strongly Consistent Indirect Estimators When the Binding Function Is Compact Valued
title_full On the Existence of Strongly Consistent Indirect Estimators When the Binding Function Is Compact Valued
title_fullStr On the Existence of Strongly Consistent Indirect Estimators When the Binding Function Is Compact Valued
title_full_unstemmed On the Existence of Strongly Consistent Indirect Estimators When the Binding Function Is Compact Valued
title_short On the Existence of Strongly Consistent Indirect Estimators When the Binding Function Is Compact Valued
title_sort on the existence of strongly consistent indirect estimators when the binding function is compact valued
url http://dx.doi.org/10.1155/2013/515830
work_keys_str_mv AT steliosarvanitis ontheexistenceofstronglyconsistentindirectestimatorswhenthebindingfunctioniscompactvalued