Multivariate Statistics

Catalog description

Review of linear algebra, univariate normal, Student’s t, chi-squared, and F distribution. Multivariate normal distributions and its visualization. Inference about multivariate means including generalized Student t, multivariate analysis of variance, Inference about covariance structure including principal components, factor analysis, and canonical correlation. Multivariate classification with cluster analysis.