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CausalGPS: Matching on Generalized Propensity Scores with Continuous Exposures
Provides a framework for estimating causal effects of a continuous exposure using observational data, and implementing matching and weighting on the generalized propensity score. Wu, X., Mealli, F., Kioumourtzoglou, M.A., Dominici, F. and Braun, D., 2022. Matching on generalized propensity scores with continuous exposures. Journal of the American Statistical Association, pp.1-29.
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CausalGPS: Matching on Generalized Propensity Scores with Continuous Exposures
Provides a framework for estimating causal effects of a continuous exposure using observational data, and implementing matching and weighting on the generalized propensity score. Wu, X., Mealli, F., Kioumourtzoglou, M.A., Dominici, F. and Braun, D., 2022. Matching on generalized propensity scores with continuous exposures. Journal of the American Statistical Association, pp.1-29.
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CausalGPS: Matching on Generalized Propensity Scores with Continuous Exposures
Provides a framework for estimating causal effects of a continuous exposure using observational data, and implementing matching and weighting on the generalized propensity score. Wu, X., Mealli, F., Kioumourtzoglou, M.A., Dominici, F. and Braun, D., 2022. Matching on generalized propensity scores with continuous exposures. Journal of the American Statistical Association, pp.1-29.
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11- titleCRAN: Package CausalGPS
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- citation_titleMatching on Generalized Propensity Scores with Continuous Exposures [R package CausalGPS version 0.5.0]
- citation_author1Naeem Khoshnevis
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5- og:titleCausalGPS: Matching on Generalized Propensity Scores with Continuous Exposures
- og:descriptionProvides a framework for estimating causal effects of a continuous exposure using observational data, and implementing matching and weighting on the generalized propensity score. Wu, X., Mealli, F., Kioumourtzoglou, M.A., Dominici, F. and Braun, D., 2022. Matching on generalized propensity scores with continuous exposures. Journal of the American Statistical Association, pp.1-29.
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8- https://CRAN.R-project.org/package=CausalGPS
- https://CRAN.R-project.org/src/contrib/Archive/CausalGPS
- https://doi.org/10.32614/CRAN.package.CausalGPS
- https://github.com/NSAPH-Software/CausalGPS
- https://github.com/NSAPH-Software/CausalGPS/issues