Rencher covers the basics of multivariate analysis based on multivariate normal theory. It is a graduate text in statistics much like the classic of Ted Anderson. It covers Hotelling's T square, the multivariate analysis of variance, discriminant analysis and classification, multivariate regression, canonical correlation, principal components and factor analysis. In addition to the standard stuff he also discusses robust methods...
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