AMS 577: Multivariate Analysis

The multivariate distribution. Estimation of the mean vector and covariance matrix of the multivariate normal. Discriminant analysis. Canonical correlation. Principal components. Factor analysis. Cluster analysis.

Required Textbook: Applied Multivariate Statistical Analysis by Richard A. Johnson and Dean W. Wichern, 6th edition, 2007, Pearson