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ERIC Number: EJ656709
Record Type: Journal
Publication Date: 2002
Pages: N/A
Abstractor: N/A
Reference Count: N/A
ISSN: ISSN-1076-9986
Constrained Principal Component Analysis: Various Applications.
Hunter, Michael; Takane, Yoshio
Journal of Educational and Behavioral Statistics, v27 n2 p105-45 Sum 2002
Provides example applications of constrained principal component analysis (CPCA) that illustrate the method on a variety of contexts common to psychological research. Two new analyses, decompositions into finer components and fitting higher order structures, are presented, followed by an illustration of CPCA on contingency tables and the CPCA of residuals that includes assessing reliability using the bootstrap method. (SLD)
Publication Type: Journal Articles; Reports - Descriptive
Education Level: N/A
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A