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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0.2.6 by Naeem Khoshnevis, 5 months ago

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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