STAT 5320

This course will expose students to the theory and applications of linear models from a statistical paradigm. A review of basic multiple regression and diagnostics will be followed by the theory and applications of mixed models and generalized linear models. Advanced regression including nonparametric regression and penalized regression will be covered.