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Article: Checking the adequacy of a partial linear model

TitleChecking the adequacy of a partial linear model
Authors
KeywordsConditional distribution
Empirical process
Partially linear model
Re-sampling
Issue Date2003
PublisherAcademia Sinica, Institute of Statistical Science. The Journal's web site is located at http://www.stat.sinica.edu.tw/statistica/
Citation
Statistica Sinica, 2003, v. 13 n. 3, p. 763-781 How to Cite?
AbstractA partial linear model is a model where the response variable depends on some covariates linearly and on others nonparametrically. In this article, we construct an empirical process-based test for examining the adequacy of partial linearity of model. A re-sampling approach, called random symmetrization (RS), is applied to obtain the approximation to the null distribution of the test. The procedure is easy to implement. A simulation study is carried out and application to an example is made.
Persistent Identifierhttp://hdl.handle.net/10722/45361
ISSN
2015 Impact Factor: 0.838
2015 SCImago Journal Rankings: 2.292
References

 

DC FieldValueLanguage
dc.contributor.authorZhu, LXen_HK
dc.contributor.authorNg, KWen_HK
dc.date.accessioned2007-10-30T06:23:45Z-
dc.date.available2007-10-30T06:23:45Z-
dc.date.issued2003en_HK
dc.identifier.citationStatistica Sinica, 2003, v. 13 n. 3, p. 763-781en_HK
dc.identifier.issn1017-0405en_HK
dc.identifier.urihttp://hdl.handle.net/10722/45361-
dc.description.abstractA partial linear model is a model where the response variable depends on some covariates linearly and on others nonparametrically. In this article, we construct an empirical process-based test for examining the adequacy of partial linearity of model. A re-sampling approach, called random symmetrization (RS), is applied to obtain the approximation to the null distribution of the test. The procedure is easy to implement. A simulation study is carried out and application to an example is made.en_HK
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dc.format.extent2525 bytes-
dc.format.extent1940 bytes-
dc.format.mimetypeapplication/pdf-
dc.format.mimetypetext/plain-
dc.format.mimetypetext/plain-
dc.languageengen_HK
dc.publisherAcademia Sinica, Institute of Statistical Science. The Journal's web site is located at http://www.stat.sinica.edu.tw/statistica/en_HK
dc.relation.ispartofStatistica Sinicaen_HK
dc.rightsCreative Commons: Attribution 3.0 Hong Kong License-
dc.subjectConditional distributionen_HK
dc.subjectEmpirical processen_HK
dc.subjectPartially linear modelen_HK
dc.subjectRe-samplingen_HK
dc.titleChecking the adequacy of a partial linear modelen_HK
dc.typeArticleen_HK
dc.identifier.openurlhttp://library.hku.hk:4550/resserv?sid=HKU:IR&issn=1017-0405&volume=13&issue=3&spage=763&epage=781&date=2003&atitle=Checking+the+adequacy+of+a+partial+linear+modelen_HK
dc.identifier.emailNg, KW: kaing@hkucc.hku.hken_HK
dc.identifier.authorityNg, KW=rp00765en_HK
dc.description.naturepublished_or_final_versionen_HK
dc.identifier.scopuseid_2-s2.0-0141796397en_HK
dc.identifier.hkuros84981-
dc.relation.referenceshttp://www.scopus.com/mlt/select.url?eid=2-s2.0-0141796397&selection=ref&src=s&origin=recordpageen_HK
dc.identifier.volume13en_HK
dc.identifier.issue3en_HK
dc.identifier.spage763en_HK
dc.identifier.epage781en_HK
dc.publisher.placeTaiwan, Republic of Chinaen_HK
dc.identifier.scopusauthoridZhu, LX=7404201068en_HK
dc.identifier.scopusauthoridNg, KW=7403178774en_HK

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