BIOS 6312 – Modern Regression Analysis

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Syllabus: Check back at a later date!

Core topics:
Set 1 – Welcome and review [Slides]
Set 2 – Linear regression [Slides – Part I] [Slides – Part II]
Set 3 – Regression with discrete outcomes [Slides]
Set 4 – Regression with time-to-event outcomes [Slides]
Set 5 – Prediction and flexible methods [Slides]

Advanced topics: Check back soon for more updates!
Set 6 – Correlated data [Slides]
Set 7 – Bootstrap methods [Slides]
Set 8 – Causal inference methods [Slides]
Set 9 – Bayesian regression
Set 10 – Methods for missing data

Homework assignments: Check back at a later date!

Exams: Check back at a later date!

Prior Exam Keys:
Exam 1 Key
Exam 2 Key

Project: Check back at a later date!