Nonparametric inference for counterfactual means: Bias-correction, confidence sets, and weak IV

Business & Economics

• Bias Correction 90%
• Instrumental Variables 83%
• Confidence Set 68%
• Inference 39%
• Average Treatment Effect 12%
• Graduation 12%
• High School 10%

Mathematics

• Nonparametric Inference 64%
• Confidence Set 61%
• Bias Correction 61%
• Instrumental Variables 60%
• Monotone 15%
• Average Treatment Effect 14%
• Children 10%
• Valid 7%
• Concepts 5%

Arts & Humanities

• Confidence Set 100%
• Bias Correction 65%
• Instrumental Variables 47%
• Inference 40%
• Treatment Effects 15%
• Graduation 11%
• High School 10%
• Supplements 9%