NSAPH-Software.github.io/CausalGPS
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Implementing matching, and weighting on GPS 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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Implementing matching, and weighting on GPS 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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Implementing matching, and weighting on GPS 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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7- titleImplementing matching, and weighting on GPS with continuous exposures. • CausalGPS
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2- og:titleImplementing matching, and weighting on GPS 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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Links
14- http://www.r-pkg.org/pkg/causalgps
- https://NSAPH-Software.github.io/CausalGPS
- https://app.codecov.io/gh/NSAPH-Software/CausalGPS
- https://cloud.r-project.org/package=CausalGPS
- https://cran.r-project.org/package=CausalGPS