2021 Fall
PBHLTH 252E 001 - LEC 001
Advanced Topics in Causal Inference
Alan E Hubbard
Aug 25, 2021 - Dec 10, 2021
Mo
02:00 pm - 03:59 pm
Berkeley Way West 1205
Class #:29522
Units: 4
Instruction Mode:
In-Person Instruction
Offered through
School of Public Health
Current Enrollment
Total Open Seats:
22
Enrolled: 8
Waitlisted: 0
Capacity: 30
Waitlist Max: 30
No Reserved Seats
Other classes by Alan E Hubbard
Course Catalog Description
The course will be conducted as a seminar with readings and discussions on a range of more advanced topics. We will cover case-control designs; longitudinal causal models, identifiability and estimation; direct and indirect effects; dynamic regimes (individualized treatment rules); approaches for diagnosing and responding to violations in the positivity assumption. Additional topics may include stochastic interventions, community-based interventions, and Collaborative-TMLE. There will also be some guest lectures and presentations from current students and faculty members.
Rules & Requirements
Repeat Rules
Course is not repeatable for credit.
Reserved Seats
Current Enrollment
No Reserved Seats
Textbooks & Materials
See class syllabus or https://calstudentstore.berkeley.edu/textbooks for the most current information.
Guide to Open, Free, & Affordable Course Materials