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Article: The second order approximation to sample influence curve in canonical correlation analysis

TitleThe second order approximation to sample influence curve in canonical correlation analysis
Authors
Fung, WKGu, H
KeywordsCanonical correlation analysis
Generalized eigenproblem
Influence function
Multiple correlation
Issue Date1998
PublisherSpringer New York LLC. The Journal's web site is located at http://www.psychometrika.org
Citation
Psychometrika, 1998, v. 63 n. 3, p. 263-269 How to Cite?
AbstractA second order approximation to the sample influence curve (SIC) in canonical correlation analysis has been derived in the literature. However, it does not seem satisfactory for some cases. In this paper, we present a more accurate second order approximation. As a particular case, the proposed method is exact for the SIC of the squared multiple correlation coefficient. An example is given.
Persistent Identifierhttp://hdl.handle.net/10722/83036
ISSN
0033-3123
2023 Impact Factor: 2.9
2023 SCImago Journal Rankings: 2.376
ISI Accession Number ID
WOS:000075831400004
References
References in Scopus

 

DC FieldValueLanguage
dc.contributor.authorFung, WKen_HK
dc.contributor.authorGu, Hen_HK
dc.date.accessioned2010-09-06T08:36:12Z-
dc.date.available2010-09-06T08:36:12Z-
dc.date.issued1998en_HK
dc.identifier.citationPsychometrika, 1998, v. 63 n. 3, p. 263-269en_HK
dc.identifier.issn0033-3123en_HK
dc.identifier.urihttp://hdl.handle.net/10722/83036-
dc.description.abstractA second order approximation to the sample influence curve (SIC) in canonical correlation analysis has been derived in the literature. However, it does not seem satisfactory for some cases. In this paper, we present a more accurate second order approximation. As a particular case, the proposed method is exact for the SIC of the squared multiple correlation coefficient. An example is given.en_HK
dc.languageengen_HK
dc.publisherSpringer New York LLC. The Journal's web site is located at http://www.psychometrika.orgen_HK
dc.relation.ispartofPsychometrikaen_HK
dc.subjectCanonical correlation analysisen_HK
dc.subjectGeneralized eigenproblemen_HK
dc.subjectInfluence functionen_HK
dc.subjectMultiple correlationen_HK
dc.titleThe second order approximation to sample influence curve in canonical correlation analysisen_HK
dc.typeArticleen_HK
dc.identifier.openurlhttp://library.hku.hk:4550/resserv?sid=HKU:IR&issn=0033-3123&volume=63&spage=263&epage=269&date=1998&atitle=The+second+order+approximation+to+sample+influence+curve+in+canonical+correlation+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-s2.0-0041169611en_HK
dc.identifier.hkuros43446en_HK
dc.relation.referenceshttp://www.scopus.com/mlt/select.url?eid=2-s2.0-0041169611&selection=ref&src=s&origin=recordpageen_HK
dc.identifier.volume63en_HK
dc.identifier.issue3en_HK
dc.identifier.spage263en_HK
dc.identifier.epage269en_HK
dc.identifier.isiWOS:000075831400004-
dc.publisher.placeUnited Statesen_HK
dc.identifier.scopusauthoridFung, WK=13310399400en_HK
dc.identifier.scopusauthoridGu, H=55225103300en_HK
dc.identifier.issnl0033-3123-

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