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Article: Further influence measures in factor analysis

TitleFurther influence measures in factor analysis
Authors
Kwan, CWFung, WK
KeywordsInfluence curve
Influential observation
Internal norm
Likelihood displacement
Issue Date1997
PublisherTaylor & Francis Inc. The Journal's web site is located at http://www.tandf.co.uk/journals/titles/03610926.asp
Citation
Communications In Statistics - Theory And Methods, 1997, v. 26 n. 6, p. 1337-1353 How to Cite?
AbstractVarious influence measures are discussed for sensitivity analysis in factor analysis. The internal norm is used to characterize the vector-valued influence curves in factor analysis. Influence curves for the chi-square goodness of fit test, and the determinants of the model covariance matrix and unique variance matrix are derived. They are found to have simple formulas which are easy to be interpreted and have nice distributions for calibration. The likelihood displacement is also applied to sensitivity analysis in maximum likelihood factor analysis.
Persistent Identifierhttp://hdl.handle.net/10722/82807
ISSN
0361-0926
2021 Impact Factor: 0.863
2020 SCImago Journal Rankings: 0.470
References
References in Scopus

 

DC FieldValueLanguage
dc.contributor.authorKwan, CWen_HK
dc.contributor.authorFung, WKen_HK
dc.date.accessioned2010-09-06T08:33:38Z-
dc.date.available2010-09-06T08:33:38Z-
dc.date.issued1997en_HK
dc.identifier.citationCommunications In Statistics - Theory And Methods, 1997, v. 26 n. 6, p. 1337-1353en_HK
dc.identifier.issn0361-0926en_HK
dc.identifier.urihttp://hdl.handle.net/10722/82807-
dc.description.abstractVarious influence measures are discussed for sensitivity analysis in factor analysis. The internal norm is used to characterize the vector-valued influence curves in factor analysis. Influence curves for the chi-square goodness of fit test, and the determinants of the model covariance matrix and unique variance matrix are derived. They are found to have simple formulas which are easy to be interpreted and have nice distributions for calibration. The likelihood displacement is also applied to sensitivity analysis in maximum likelihood factor analysis.en_HK
dc.languageengen_HK
dc.publisherTaylor & Francis Inc. The Journal's web site is located at http://www.tandf.co.uk/journals/titles/03610926.aspen_HK
dc.relation.ispartofCommunications in Statistics - Theory and Methodsen_HK
dc.subjectInfluence curveen_HK
dc.subjectInfluential observationen_HK
dc.subjectInternal normen_HK
dc.subjectLikelihood displacementen_HK
dc.titleFurther influence measures in factor analysisen_HK
dc.typeArticleen_HK
dc.identifier.openurlhttp://library.hku.hk:4550/resserv?sid=HKU:IR&issn=0361-0926&volume=26&spage=1337&epage=1353&date=1997&atitle=Further+influence+measures+in+factor+analysisen_HK
dc.identifier.emailFung, WK: wingfung@hku.hken_HK
dc.identifier.authorityFung, WK=rp00696en_HK
dc.description.naturelink_to_subscribed_fulltext-
dc.identifier.scopuseid_2-s2.0-0031338753en_HK
dc.identifier.hkuros34131en_HK
dc.relation.referenceshttp://www.scopus.com/mlt/select.url?eid=2-s2.0-0031338753&selection=ref&src=s&origin=recordpageen_HK
dc.identifier.volume26en_HK
dc.identifier.issue6en_HK
dc.identifier.spage1337en_HK
dc.identifier.epage1353en_HK
dc.publisher.placeUnited Statesen_HK
dc.identifier.scopusauthoridKwan, CW=7201421220en_HK
dc.identifier.scopusauthoridFung, WK=13310399400en_HK
dc.identifier.issnl0361-0926-

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