BIOS 6312 (Spring 2020)

Announcements: Andrew’s office hour has changed to Tuesdays from 12:00p – 1:00p, directly after class. This has been reflected in the revised syllabus below.

Syllabus [link] – Updated on 02/10 with updated office hour time.

Course Notes
Set 1 – Welcome! [slides] – 01/08, 9:15am (minor typos)
Set 2 – Review [slides] [code] – 01/12, 4:25pm (outline)
Set 3 – Simple linear Regression [slides] [code] – 01/14, 12:14pm (minor typo)
Set 4 – Multiple linear regression [slides] [code] – 01/29, 9:07am (minor typo)
Set 5 – Regression with discrete outcomes [slides]
Set 6 – Time-to-event regression [slides]
Set 7 – Flexible methods [slides]
Set 8 - Methods for missing data [slides]
Set 9 - Correlated/longitudinal data [slides]
Set 10 - Causal inference [slides]
Set 11 - Bootstrap methods [slides]
Set 12 - Bayesian regression [slides]

Homework Assignments
HW 1 [link] [key] [code] [additional comments]
HW 2 [link] [key]
HW 3 [link] [key] [additional comments]
HW 4 [link]
HW 5 [link]
HW 6 [link]
HW 7 [link]
HW 8 [link]

Labs
Lab 1 [link] [code]
Lab 2 [link]
Lab 3 [link]
Lab 4 [link]
Lab 5 [link]
Lab 6 [link]
Lab 7 [link]
Lab 8 [link]
Lab 9 [link]
Lab 10 [link]

Exams
Practice Exam #1 [link]
Exam #1 [link] [key]

Data sets will be uploaded and maintained on our Brightspace page.