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VOL. 2 | 2008 Multivariate data analysis: The French way

Abstract

This paper presents exploratory techniques for multivariate data, many of them well known to French statisticians and ecologists, but few well understood in North American culture. We present the general framework of duality diagrams which encompasses discriminant analysis, correspondence analysis and principal components, and we show how this framework can be generalized to the regression of graphs on covariates.

Information

Published: 1 January 2008
First available in Project Euclid: 7 April 2008

zbMATH: 1166.62310
MathSciNet: MR2459953

Digital Object Identifier: 10.1214/193940307000000455

Subjects:
Primary: 62H20 , 62H25

Keywords: bootstrap , correspondence analysis , duality diagram , RV-coefficient , STATIS

Rights: Copyright © 2008, Institute of Mathematical Statistics

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