Multivariate data analysis: The French way

Details Multivariate data analysis: The French way Multivariate data analysis: The French way

2008-05-19

arxiv.org/abs/0805.2879v1

IMS Collections 2008, Vol. 2, 219-233

Statistics

Methodology

Published in at http://dx.doi.org/10.1214/193940307000000455 the IMS Collections (http://www.imstat.org/publications/imscollec

Scientific paper

10.1214/193940307000000455

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.

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