In this program
- Potential outcomes framework
- Quasi-experimental methods
- Advanced identification
Potential outcomes framework
Causal inference · Theoretical / proof-based
Treatment effects: ATE, ATT, and CATE
Objectives
- Treatment effects: ATE, ATT, and CATE
- Randomized experiments as gold standard
- SUTVA and consistency assumptions
- Bias decomposition: confounding
- Selection
- DAGs for causal identification (introduction)
Study materials
- Study guideComing soon
- Exam StrategyComing soon
- Common MistakesComing soon
- WorksheetsComing soon
- Word problemsComing soon
- Mixed PracticeComing soon
- Multi-Unit ProblemsComing soon
- ReviewComing soon
- Practice testComing soon
- Answer keyComing soon
Interactive practice
Quizzes, typed answers, and flashcards for this unit — coming soon.
- Coming soon
Quiz
Multiple-choice questions with instant feedback
- Coming soon
Typed practice
Type answers and check them
- Coming soon
Flashcards
Vocabulary and key facts
- Coming soon
Mixed quiz
Harder mixed review for this standard