UT Dallas 2023 Graduate Catalog

STAT7339 - Advanced Regression Modeling

STAT 7339 Advanced Regression Modeling (3 semester credit hours) Linear and generalized linear mixed models with application to longitudinal data analysis; smoothing via basis expansion and penalization; spline smoothing; semiparametric regression; additive and generalized additive models and their mixed model extensions; and implementation of methods using a software package. Prerequisite: STAT 6337 or instructor consent required. (3-0) T