闪播福利库

Statistical tools to analyze multivariate datasets. Topics include the multivariate linear model, principal component analysis, factor analysis, linear discriminant analysis, clustering, classification and regression trees, support vector machines, nonlinear dimensionality reduction. Prerequisite: 厂罢础罢听53133, and graduate standing in mathematics or statistics, or departmental consent. (Typically offered: Spring)