Identification and inference for marginal average treatment effect on the treated with an instrumental variable

Keyphrases

• Average Treatment Effect 100%
• Treatment Effect 50%
• Efficient Estimator 50%
• Confounding Bias 50%
• Inverse Probability Weighting 50%
• Unmeasured Confounding 50%
• Semiparametric Efficiency 50%
• Variable Design 50%
• Doubly Robust Estimation 50%
• Efficiency Bound 50%
• Outcome Regression 50%
• Semi-parametric Approach 50%

Mathematics

• Treatment Effect 100%
• Marginals 100%
• Confounding 66%
• Probability Theory 33%
• Closed Form 33%
• Robust Test 33%
• Simplest Case 33%

Economics, Econometrics and Finance

• Causality Analysis 100%
• Instrumental Variables 100%
• Robust Statistics 20%