Modern Regression Methods
Statistics 5100, Spring 2019
Instructor: Dr. John R. Stevens
Course Documents and Announcements
- Course Syllabus
- Office hours:
- Dr. Stevens: Mon/Wed 2:30-4:00 in ANSC 224
- Ronak Tali (SAS TA): Tue/Thu 1:30-3:30 and Fri 8:30-10:20 in TSC 225A; email questions to ronaktali at aggiemail.usu.edu
- SAS access (OnDemand for Academics) -- SAS Studio
(will need to first enroll and create account [once] using instructions in SAS_Studio.pdf file in Canvas)
- Assignments (template) --- submit on Canvas --- textbook datasets
- Group Project Summary Sheet (bring filled-in hardcopy for 4/22 class)
Unit Notes and Sample Code
- Single-predictor linear regression (Ch. 1,3)
- Simple model inference (Ch. 2,4)
- Multiple-predictor linear regression (Ch. 5-7)
- Variables, influential observations, and outliers in multiple linear regression (Ch. 8-10)
- Variations on linear regression (Ch. 11,13)
- Regression with discrete response (Ch. 14)
- Time series (Ch. 12; also Bowerman & O'Connell)
Exams
|