Comment: Invariance and causal inference

DOI10.1214/20-STS772MaRDI QIDQ2218073

Stefan Wager

Publication date: 12 January 2021

Published in: Statistical Science (Search for Journal in Brave)

Full work available at URL: https://projecteuclid.org/euclid.ss/1599789700

Mathematics Subject Classification ID

Statistics (62-XX)

Uses Software

• grf

Cites Work

• Decomposing Treatment Effect Variation
• Causal inference using invariant prediction: identification and confidence intervals
• Generalized random forests
• Agnostic notes on regression adjustments to experimental data: reexamining Freedman's critique
• Toward Causal Inference With Interference
• The central role of the propensity score in observational studies for causal effects
• Statistics and Causal Inference
• Root-N-Consistent Semiparametric Regression
• Identification and Estimation of Local Average Treatment Effects
• On the Role of the Propensity Score in Efficient Semiparametric Estimation of Average Treatment Effects
• Who Should Be Treated? Empirical Welfare Maximization Methods for Treatment Choice
• Balancing Covariates via Propensity Score Weighting
• Semiparametric Efficiency in Multivariate Regression Models with Missing Data
• Randomization tests of causal effects under interference
• Causal Inference for Statistics, Social, and Biomedical Sciences
• Causal Inference Using Potential Outcomes

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