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Article: A semi-parametric regression model with errors in variables

TitleA semi-parametric regression model with errors in variables
Authors
Zhu, LCui, H
KeywordsREGRESSION analysis
SYSTEMS theory
ASYMPTOTIC theory
VARIABLES (Mathematics)
DEVIATION (Statistics)
Issue Date2003
PublisherBlackwell Publishing Ltd. The Journal's web site is located at http://www.blackwellpublishing.com/journals/SJOS
Citation
Scandinavian Journal of Statistics: theory and applications, 2003, v. 30 n. 2, p. 429-442 How to Cite?
DOI: http://dx.doi.org/10.1111/1467-9469.00340
AbstractAbstract. In this paper, we consider a partial linear regression model with measurement errors in possibly all the variables. We use a method of moments and deconvolution to construct a new class of parametric estimators together with a non-parametric kernel estimator. Strong convergence, optimal rate of weak convergence and asymptotic normality of the estimators are investigated. [ABSTRACT FROM AUTHOR]
Persistent Identifierhttp://hdl.handle.net/10722/222233
ISSN
0303-6898
2021 Impact Factor: 1.040
2020 SCImago Journal Rankings: 1.359
ISI Accession Number ID
WOS:000183140300011

 

DC FieldValueLanguage
dc.contributor.authorZhu, L-
dc.contributor.authorCui, H-
dc.date.accessioned2016-01-07T07:34:56Z-
dc.date.available2016-01-07T07:34:56Z-
dc.date.issued2003-
dc.identifier.citationScandinavian Journal of Statistics: theory and applications, 2003, v. 30 n. 2, p. 429-442-
dc.identifier.issn0303-6898-
dc.identifier.urihttp://hdl.handle.net/10722/222233-
dc.description.abstractAbstract. In this paper, we consider a partial linear regression model with measurement errors in possibly all the variables. We use a method of moments and deconvolution to construct a new class of parametric estimators together with a non-parametric kernel estimator. Strong convergence, optimal rate of weak convergence and asymptotic normality of the estimators are investigated. [ABSTRACT FROM AUTHOR]-
dc.languageeng-
dc.publisherBlackwell Publishing Ltd. The Journal's web site is located at http://www.blackwellpublishing.com/journals/SJOS-
dc.relation.ispartofScandinavian Journal of Statistics: theory and applications-
dc.rightsThe definitive version is available at www.blackwell-synergy.com-
dc.subjectREGRESSION analysis-
dc.subjectSYSTEMS theory-
dc.subjectASYMPTOTIC theory-
dc.subjectVARIABLES (Mathematics)-
dc.subjectDEVIATION (Statistics)-
dc.titleA semi-parametric regression model with errors in variables-
dc.typeArticle-
dc.identifier.doi10.1111/1467-9469.00340-
dc.identifier.scopuseid_2-s2.0-0038178118-
dc.identifier.hkuros80194-
dc.identifier.volume30-
dc.identifier.issue2-
dc.identifier.spage429-
dc.identifier.epage442-
dc.identifier.isiWOS:000183140300011-
dc.publisher.placeOxford, U.K.-
dc.identifier.issnl0303-6898-

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