UT Dallas 2018 Graduate Catalog

STAT6340 - Statistical and Machine Learning

STAT 6340 Statistical and Machine Learning (3 semester credit hours) Statistical models, including linear models, generalized linear models, spline models and additive models; model selection, validation and regularization; smoothing techniques; classification; support vector machines; clustering; principal components analysis; and principal components regression. Prerequisites: (STAT 5353 or equivalent) and instructor consent required. (3-0) Y