MATH 4440 - Statistical Learning

Credits: 3

Description: Spring. A survey of statistical methods for supervised and unsupervised learning tasks including linear regression, classification, nonparametric regression, tree-based methods, classification methods, and principal component analysis. Resampling methods for assessing goodness of fit and subset selection procedures. Prerequisite: MATH 4410.

Prerequisite(s): MATH 4410.