Applied Statistical Models I

Catalog description

(cross-leveled with STAT 4510 ). Introduction to applied statistical models including regression and ANOVA, logistic regression, discriminant analysis, tree-based methods, semi-parametric regression, support vector machines, and unsupervised learning through principal component and clustering. No credit toward a graduate degree in statistics. Credit Hour s : 3 Prerequisites: Any one of STAT 2800 or STAT 3500 or STAT 7070 or STAT 4710 or STAT 7710 or STAT 4760 or STAT 7760 , or instructor's consent