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Article: Influence curves for factor loadings

TitleInfluence curves for factor loadings
Authors
Issue Date2005
PublisherThe British Psychological Society. The Journal's web site is located at http://www.bps.org.uk/publications/jMS_1.cfm
Citation
British Journal Of Mathematical And Statistical Psychology, 2005, v. 58 n. 2, p. 345-358 How to Cite?
AbstractInfluence curves for the initial and rotated loadings are derived for the maximum likelihood factor analysis (MLFA) model. Cook's distances based on the empirical influence curves of factor loadings are proposed for the identification of influential observations. The distances are shown to be invariant under scale transformation and factor rotation. We find that an observation with a very large Cook's distance based on the sample influence curve may not necessarily exert an excessive influence on the factor loadings pattern but may change the ordering of the factors. The issue of the switching of factors is also studied by means of the empirical influence curve and factor scores. © 2005 The British Psychological Society.
Persistent Identifierhttp://hdl.handle.net/10722/82757
ISSN
2015 Impact Factor: 3.698
2015 SCImago Journal Rankings: 2.380
ISI Accession Number ID
References

 

DC FieldValueLanguage
dc.contributor.authorKwan, CWen_HK
dc.contributor.authorFung, WKen_HK
dc.date.accessioned2010-09-06T08:33:04Z-
dc.date.available2010-09-06T08:33:04Z-
dc.date.issued2005en_HK
dc.identifier.citationBritish Journal Of Mathematical And Statistical Psychology, 2005, v. 58 n. 2, p. 345-358en_HK
dc.identifier.issn0007-1102en_HK
dc.identifier.urihttp://hdl.handle.net/10722/82757-
dc.description.abstractInfluence curves for the initial and rotated loadings are derived for the maximum likelihood factor analysis (MLFA) model. Cook's distances based on the empirical influence curves of factor loadings are proposed for the identification of influential observations. The distances are shown to be invariant under scale transformation and factor rotation. We find that an observation with a very large Cook's distance based on the sample influence curve may not necessarily exert an excessive influence on the factor loadings pattern but may change the ordering of the factors. The issue of the switching of factors is also studied by means of the empirical influence curve and factor scores. © 2005 The British Psychological Society.en_HK
dc.languageengen_HK
dc.publisherThe British Psychological Society. The Journal's web site is located at http://www.bps.org.uk/publications/jMS_1.cfmen_HK
dc.relation.ispartofBritish Journal of Mathematical and Statistical Psychologyen_HK
dc.titleInfluence curves for factor loadingsen_HK
dc.typeArticleen_HK
dc.identifier.openurlhttp://library.hku.hk:4550/resserv?sid=HKU:IR&issn=0007-1102&volume=58&issue=2&spage=345&epage=358&date=2005&atitle=Influence+curves+for+factor+loadingsen_HK
dc.identifier.emailFung, WK: wingfung@hku.hken_HK
dc.identifier.authorityFung, WK=rp00696en_HK
dc.description.naturelink_to_subscribed_fulltext-
dc.identifier.doi10.1348/000711005X66923en_HK
dc.identifier.pmid16293205-
dc.identifier.scopuseid_2-s2.0-27844584837en_HK
dc.identifier.hkuros120305en_HK
dc.relation.referenceshttp://www.scopus.com/mlt/select.url?eid=2-s2.0-27844584837&selection=ref&src=s&origin=recordpageen_HK
dc.identifier.volume58en_HK
dc.identifier.issue2en_HK
dc.identifier.spage345en_HK
dc.identifier.epage358en_HK
dc.identifier.isiWOS:000233361000009-
dc.publisher.placeUnited Kingdomen_HK
dc.identifier.scopusauthoridKwan, CW=7201421220en_HK
dc.identifier.scopusauthoridFung, WK=13310399400en_HK
dc.identifier.citeulike382012-

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