Double ML과 DR Learner는 ML 기반 인과추론 방법론이다.
Positivity Assumption
Average Treatment Effect
Difference in Difference
Instrument Variable
Randomized Experiments
담배와 폐암간 오래된 논란에 대해서
인과추론(Causal Inference) – Inverse Probability Weight
인과추론(Causal Inference) – Inverse Probability Weight
인과추론(Causal Inference) – Backdoor Criterion