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DESCRIPTION
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DESCRIPTION
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Package: GPSmatching
Type: Package
Title: Matching on generalized propensity scores with continuous exposures
Version: 0.1.0
Author: Xiao Wu
Maintainer: Xiao Wu <wuxiao@g.harvard.edu>
Description: An R package for implementing matching on generalized propensity scores with continuous exposures
We developed an innovative approach for estimating causal effects using observational data in settings with continuous exposures, and introduce a new framework for GPS caliper matching.
Wu, X., Mealli, F., Kioumourtzoglou, M.A., Dominici, F. and Braun, D., 2018. Matching on generalized propensity scores with continuous exposures. arXiv preprint arXiv:1812.06575.
License: GPL-3
Copyright: See COPYRIGHTS for details.
Imports: parallel, data.table, SuperLearner, xgboost, earth, ranger, gam, KernSmooth
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.1.1