Flexible Regression

Catalog description

Credits 3. 3 Lecture Hours. Examination of aspects of semiparametric regression, especially involving generalized linear models such as logistic regression, and inclusion of completely nonparametric regression, partially linear models, additive models and grouped data including longitudinal data; topics include shape constraints, spatial models, robustness and accounting for missing observations. Prerequisites: STAT 408 or STAT 608 , or equivalent.