An introduction to multivariate statistical analysis /

• Main Author: Anderson, Theodore Wilbur, 1918-
• Format: Book
• Language: English
• Published: New York, N.Y. : John Wiley, 1958
• Series: Wiley publications in mathematical statistics.
• Subjects: ESTADISTICA MATEMATICA; ANALISIS MULTIVARIANTE; ANALISIS DE VARIANZA; MATRICES; ANALISIS MULTICRITERIO; ALGEBRA MATRICIAL
• Online Access: Libro digial de la 3a ed. (2003)

Table of Contents:

• 1. Introduction
• 2. The multivariate normal distribution
• 3. Estimation of the mean vector and the covariance matrix
• 4. The distributions and uses of sample correlation coefficients
• 5. The generalized t2-statistic
• 6. Classification of observations
• 7. The distribution of the smaple covariance matrix and the sample generalized variance
• 8. Testing the general linear hypothesis: analysis of variance
• 9. Testing independence of sets variates
• 10. Testing hypotheses of quality of covariance matrices and equality of mean vectors and covariance matrices
• 11. Principal components
• 12. Canonical correlations and canonical variables
• 13. The distribution of certain characteristic roots and vectors that do not depend of parameters
• 14. A review of some other work in multivariate analysis
• Appendix: matrix theory.