STAT 436: Multivariate Analysis and Statistical Learning

Course Description

Credits 3.
3 Lecture Hours.Matrix algebra; random vectors; multivariate distributions; copulas; multivariate generalizations of classical testing; principle component analysis; discriminant analysis; clustering; multidimensional scaling; factor analysis; canonical analysis.Prerequisites:MATH 304orMATH 323;STAT 212;STAT 415or equivalent.