Methods of multivariate analysis

• Main Author: Rencher, Alvin C. 1934-
• Format: Electronic Book
• Language: English
• Published: New York J. Wiley 2002
• Edition: 2nd ed
• Series: Wiley series in probability and mathematical statistics
• Subjects: Πολυμεταβλητή ανάλυση.

Table of Contents:

• Matrix algebra
• Characterizing and displaying multivariate data
• The multivariate normal distribution
• Tests on one or two mean vectors
• Multivariate analysis of variance
• Tests on covariance matrices
• Discriminant analysis : description of group separation
• Classification analysis : allocation of observations to groups
• Multivariate regression
• Canonical correlation
• Principal component analysis
• Factor analysis
• Cluster analysis
• Graphical procedures