Matching algorithms for causal inference with multiple treatments
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Publication:6624680
DOI10.1002/sim.8147zbMATH Open1545.62546MaRDI QIDQ6624680
Anthony D. Scotina, Roee Gutman
Publication date: 28 October 2024
Published in: Statistics in Medicine (Search for Journal in Brave)
Cites Work
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- Affinely invariant matching methods with discriminant mixtures of proportional ellipsoidally symmetric distributions
- Matching methods for causal inference: a review and a look forward
- Bayesian inference for causal effects: The role of randomization
- Estimation of causal effects with multiple treatments: a review and new ideas
- Using Multivariate Matched Sampling and Regression Adjustment to Control Bias in Observational Studies
- The central role of the propensity score in observational studies for causal effects
- Characterizing the effect of matching using linear propensity score methods with normal distributions
- The role of the propensity score in estimating dose-response functions
- Design and monitoring of multi‐arm multi‐stage clinical trials
- Using Mixed Integer Programming for Matching in an Observational Study of Kidney Failure After Surgery
- Reducibility among Combinatorial Problems
- Causal Inference for Statistics, Social, and Biomedical Sciences
- Propensity score matching and subclassification in observational studies with multi‐level treatments
- Full Matching in an Observational Study of Coaching for the SAT
- Causal Inference With General Treatment Regimes
- Observational studies.
Related Items (4)
Prognostic score-based methods for estimating center effects based on survival probability: application to post-kidney transplant survival ⋮ Multiple imputation procedures for estimating causal effects with multiple treatments with application to the comparison of healthcare providers ⋮ A novel approach for propensity score matching and stratification for multiple treatments: application to an electronic health record-derived study ⋮ A machine learning compatible method for ordinal propensity score stratification and matching
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