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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.
Getting started
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Package details |
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| Author | Naeem Khoshnevis [aut, cre] (<https://orcid.org/0000-0003-4315-1426>, Kempner), Xiao Wu [aut] (<https://orcid.org/0000-0002-4884-657X>, CUMC), Danielle Braun [aut] (<https://orcid.org/0000-0002-5177-8598>, HSPH) |
| Maintainer | Naeem Khoshnevis <nkhoshnevis@g.harvard.edu> |
| License | GPL-3 |
| Version | 0.5.0 |
| URL | https://github.com/NSAPH-Software/CausalGPS |
| Package repository | View on CRAN |
| Installation |
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