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Article: The second order approximation to sample influence curve in canonical correlation analysis
Title | The second order approximation to sample influence curve in canonical correlation analysis |
---|---|
Authors | |
Keywords | Canonical correlation analysis Generalized eigenproblem Influence function Multiple correlation |
Issue Date | 1998 |
Publisher | Springer 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? |
Abstract | A 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 Identifier | http://hdl.handle.net/10722/83036 |
ISSN | 2023 Impact Factor: 2.9 2023 SCImago Journal Rankings: 2.376 |
ISI Accession Number ID | |
References |
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Fung, WK | en_HK |
dc.contributor.author | Gu, H | en_HK |
dc.date.accessioned | 2010-09-06T08:36:12Z | - |
dc.date.available | 2010-09-06T08:36:12Z | - |
dc.date.issued | 1998 | en_HK |
dc.identifier.citation | Psychometrika, 1998, v. 63 n. 3, p. 263-269 | en_HK |
dc.identifier.issn | 0033-3123 | en_HK |
dc.identifier.uri | http://hdl.handle.net/10722/83036 | - |
dc.description.abstract | A 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.language | eng | en_HK |
dc.publisher | Springer New York LLC. The Journal's web site is located at http://www.psychometrika.org | en_HK |
dc.relation.ispartof | Psychometrika | en_HK |
dc.subject | Canonical correlation analysis | en_HK |
dc.subject | Generalized eigenproblem | en_HK |
dc.subject | Influence function | en_HK |
dc.subject | Multiple correlation | en_HK |
dc.title | The second order approximation to sample influence curve in canonical correlation analysis | en_HK |
dc.type | Article | en_HK |
dc.identifier.openurl | http://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+analysis | en_HK |
dc.identifier.email | Fung, WK: wingfung@hku.hk | en_HK |
dc.identifier.authority | Fung, WK=rp00696 | en_HK |
dc.description.nature | link_to_subscribed_fulltext | - |
dc.identifier.scopus | eid_2-s2.0-0041169611 | en_HK |
dc.identifier.hkuros | 43446 | en_HK |
dc.relation.references | http://www.scopus.com/mlt/select.url?eid=2-s2.0-0041169611&selection=ref&src=s&origin=recordpage | en_HK |
dc.identifier.volume | 63 | en_HK |
dc.identifier.issue | 3 | en_HK |
dc.identifier.spage | 263 | en_HK |
dc.identifier.epage | 269 | en_HK |
dc.identifier.isi | WOS:000075831400004 | - |
dc.publisher.place | United States | en_HK |
dc.identifier.scopusauthorid | Fung, WK=13310399400 | en_HK |
dc.identifier.scopusauthorid | Gu, H=55225103300 | en_HK |
dc.identifier.issnl | 0033-3123 | - |