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., 2018. Matching on generalized propensity scores with continuous exposures. arXiv preprint .


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install.packages("CausalGPS")

0.2.6 by Naeem Khoshnevis, 18 days ago


https://github.com/fasrc/CausalGPS


Report a bug at https://github.com/fasrc/CausalGPS/issues


Browse source code at https://github.com/cran/CausalGPS


Authors: Naeem Khoshnevis [aut, cre] , FASRC) , Xiao Wu [aut] , HSPH) , Danielle Braun [aut] , HSPH)


Documentation:   PDF Manual  


GPL-3 license


Imports parallel, data.table, SuperLearner, xgboost, earth, ranger, gam, KernSmooth, MASS, polycor, wCorr, stats, ggplot2, rlang, logger, Rcpp, gnm, tidyr

Suggests knitr, rmarkdown, testthat

Linking to Rcpp


See at CRAN