Provides the necessary tools for the preprocessing techniques of matching and weighting multiply imputed datasets to control for effects of confounders and to reduce the degree of dependence on certain modeling assumptions in studying the causal associations between an exposure and an outcome. This package includes functions to perform matching within and across the multiply imputed datasets using several matching methods, to estimate weights of units in the imputed datasets using several weighting methods, to calculate the causal effect estimate in each matched or weighted dataset using parametric or nonparametric statistical models, and to pool the obtained estimates from these models according to Rubin's rules (please see <https://github.com/FarhadPishgar/MatchThem> for details).
Package details 


Author  Farhad Pishgar [aut, cre], Noah Greifer [aut], Clémence Leyrat [ctb], Elizabeth Stuart [ctb] 
Maintainer  Farhad Pishgar <Farhad.Pishgar@Gmail.com> 
License  GPL (>= 2) 
Version  1.0.0 
URL  https://github.com/FarhadPishgar/MatchThem 
Package repository  View on GitHub 
Installation 
Install the latest version of this package by entering the following in R:

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