More Efficient Policy Learning via Optimal Retargeting
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Publication:4999139
DOI10.1080/01621459.2020.1788948zbMath1464.62445arXiv1906.08611OpenAlexW3040731109MaRDI QIDQ4999139
Publication date: 6 July 2021
Published in: Journal of the American Statistical Association (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/1906.08611
Asymptotic properties of parametric estimators (62F12) Applications of statistics to biology and medical sciences; meta analysis (62P10) Causal inference from observational studies (62D20)
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Cites Work
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- Does matching overcome LaLonde's critique of nonexperimental estimators?
- Dynamic treatment regimes: technical challenges and applications
- Performance guarantees for individualized treatment rules
- Robustifying trial-derived optimal treatment rules for a target population
- Semiparametric theory and missing data.
- Minimax regret treatment choice with finite samples
- Overlap in observational studies with high-dimensional covariates
- Asymptotics for Statistical Treatment Rules
- Asymptotic Statistics
- Estimation of Regression Coefficients When Some Regressors Are Not Always Observed
- Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme
- On the Role of the Propensity Score in Efficient Semiparametric Estimation of Average Treatment Effects
- Optimal Probability Weights for Inference With Constrained Precision
- Who Should Be Treated? Empirical Welfare Maximization Methods for Treatment Choice
- Estimating Individualized Treatment Rules Using Outcome Weighted Learning
- Balancing Covariates via Propensity Score Weighting
- Generalized Optimal Matching Methods for Causal Inference
- Double/debiased machine learning for treatment and structural parameters
- Multivariate Matching Methods That Are Monotonic Imbalance Bounding
- Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score
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