matchMulti: 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. (2018) <doi:10.1214/17-AOAS1118>. The optmatch package, which is useful for running many of the provided functions, may be downloaded from Github at <https://github.com/markmfredrickson/optmatch> if not available on CRAN.

Package details

AuthorLuke Keele [aut], Luke Miratrix [aut], Sam Pimentel [aut, cre], Paul Rosenbaum [ctb]
MaintainerSam Pimentel <spi@berkeley.edu>
LicenseMIT + file LICENSE
Version1.1.11
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("matchMulti")

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matchMulti documentation built on Nov. 17, 2022, 1:06 a.m.