Manly B.F.J. Multivariate Statistical Methods: A Primer

Third Edition. — Hoboken: CRC Press, 2004. — 220 p.The material of multivariate analysis
Matrix algebra
Displaying multivariate data
Tests of significance with multivariate data
Measuring and testing multivariate distances
Principal components analysis
Factor analysis
Discriminant function analysis
Cluster analysis
Canonical correlation analysis
Multidimensional scaling
Ordination
EpilogueComputer packages for multivariate analyses