Credits:
Total Credits:
Credits: 3 Lecture/Recitation/Discussion Hours:3
Recommended Background:
(STT 442 or STT 862) and MTH 314
Not open to students with credit in:
STT 841
Description:
Application of regression models including simple and multiple regression, model diagnostics, model selection, one- and two-way analysis of variance, mixed effects models, randomized block designs, and logistic regression.
Credits:
Total Credits:
Credits: 3 Lecture/Recitation/Discussion Hours:3
Recommended Background:
(STT 442 or STT 862) and (MTH 415 or concurrently)
Not open to students with credit in:
STT 841
Description:
Application of regression models including simple and multiple regression, model diagnostics, model selection, one- and two-way analysis of variance, mixed effects models, randomized block designs, and logistic regression.
Credits:
Total Credits:
Credits: 3 Lecture/Recitation/Discussion Hours:3
Recommended Background:
(STT 442 or STT 862) and MTH 415
Not open to students with credit in:
STT 841
Description:
Introduction to the general theory of linear models. Application of regression models. Interval estimation, prediction and hypothesis testing. Contrasts; model diagnostics; model selection. LASSO type and high dimensional variable selection. Introduction to Linear mixed effect models.