Matching Multiply Imputed Datasets

Provides the necessary tools for the pre-processing technique of matching in multiply imputed datasets, to improve the robustness and transparency of deriving causal inferences from studying these datasets. This package includes functions to perform propensity score matching within or across the imputed datasets as well as to estimate weights (including inverse propensity score weights) of observations, to analyze each matched or weighted datasets using parametric or non-parametric statistical models, and to combine the obtained results from these models according to Rubin’s rules. Please see the package repository < https://github.com/FarhadPishgar/MatchThem> for details.


News

Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.

install.packages("MatchThem")

0.8.1 by Farhad Pishgar, 10 days ago


https://github.com/FarhadPishgar/MatchThem


Report a bug at https://github.com/FarhadPishgar/MatchThem/issues


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


Authors: Farhad Pishgar [aut, cre] , Clémence Leyrat [ctb]


Documentation:   PDF Manual  


GPL-3 license


Imports stats

Depends on graphics, MatchIt, methods, mice, WeightIt

Suggests Amelia, cobalt


See at CRAN