AI & MLRecommendedAIML-CAU-002
Potential Outcomes and Treatment Effects
Each unit has an outcome under treatment and under control; we only see one. ATE, ATT, and identification assumptions.
- Difficulty
- 3 / 5
- Importance
- 4 / 5
- Study time
- 1–2 h
- Kind of work
- Mixed
Why it matters
The learner can compute an average treatment effect from a potential-outcomes table and explain the fundamental problem of causal inference.