STAT 5607: Methods for Multivariate Data
Credits: 3. Contact Hours: Lecture 3.
Prereq: STAT 5501, STAT 5542, and STAT 5579
Statistical methods for analyzing and displaying multivariate data; the multivariate normal distribution; inference in multivariate populations, simultaneous analysis of multiple responses, multivariate analysis of variance; summarizing high dimensional data with principal components, factor analysis, canonical correlations, classification methods, clustering, multidimensional scaling; introduction to basic nonparametric multivariate methods. Statistical software: SAS or R.
(Typically Offered: Spring)