Kodo Keiryogaku (The Japanese Journal of Behaviormetrics)
Online ISSN : 1880-4705
Print ISSN : 0385-5481
ISSN-L : 0385-5481
AN INTERPRETATION OF CANONICAL CORRELATION ANALYSIS AND DISCRIMINANT ANALYSIS BY NONLINEAR EXTENSION
Hideki AsoTakio KURITANobuyuki OTSU
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1987 Volume 14 Issue 2 Pages 1-9

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Abstract

Nonlinear formulations of canonical correlation analysis and discriminant analysis are given, and it is shown that both reduce to the same eigen problem. Both problems can be regarded as a method to represent the probabilistic structure of data into a topological space(L-dimensional Euclindean space).Further, the usual linear cases are interpreted as linear approxi-mations of the nonlinear cases.

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© The Behaviormetric Society of Japan
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