2021 Fall PBHLTH 252E 001 LEC 001

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

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.

Textbook Lookup(link is external)

Guide to Open, Free, & Affordable Course Materials

eTextbooks(link is external)

Associated Sections