BIOS 6312 (Spring 2020)

Announcements: The lab time needed to be changed to 1:15p on Mondays due to a conflict with the room (same classroom).

Syllabus [Syllabus] – Updated on 01/16 with updated lab 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]
Set 5 – Logistic regression [slides]
Set 6 - Regression of categorical/count outcomes [slides]
Set 7 - Time-to-event regression [slides]
Set 8 - Flexible methods [slides]
Set 9 - Methods for missing data [slides]
Set 10 - Correlated/longitudinal data [slides]
Set 11 - Causal inference [slides]
Set 12 - Bootstrap methods [slides]
Set 13 - Bayesian regression [slides]

Homework Assignments
HW 1 [link] [key]
HW 2 [link]
HW 3 [link]
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]

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