Optimal Multilevel Matching using a Network Algorithm

Performs multilevel matches for data with cluster-level treatments and individual-level outcomes using a network optimization algorithm. Functions for checking balance at the cluster and individual levels are also provided, as are methods for permutation-inference-based outcome analysis. Details in Pimentel et al. (2017+), forthcoming in the Annals of Applied Statistics.


Reference manual

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1.1.7 by Sam Pimentel, 3 years ago

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

Authors: Luke Keele , Sam Pimentel , and Paul Rosenbaum

Documentation:   PDF Manual  

MIT + file LICENSE license

Imports rcbsubset, plyr, coin, weights, mvtnorm, MASS, Hmisc

Suggests optmatch, testthat, knitr

See at CRAN