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.
Version: | 1.1.7 |
Depends: | R (≥ 3.2.3) |
Imports: | rcbsubset (≥ 1.1.4), plyr, coin, weights, mvtnorm, MASS, Hmisc |
Suggests: | optmatch, testthat, knitr |
Published: | 2018-05-17 |
Author: | Luke Keele, Sam Pimentel, and Paul Rosenbaum |
Maintainer: | Sam Pimentel <spi at berkeley.edu> |
License: | MIT + file LICENSE |
NeedsCompilation: | no |
CRAN checks: | matchMulti results |
Reference manual: | matchMulti.pdf |
Vignettes: |
multiMatch |
Package source: | matchMulti_1.1.7.tar.gz |
Windows binaries: | r-devel: matchMulti_1.1.7.zip, r-release: matchMulti_1.1.7.zip, r-oldrel: matchMulti_1.1.7.zip |
macOS binaries: | r-release: matchMulti_1.1.7.tgz, r-oldrel: matchMulti_1.1.7.tgz |
Old sources: | matchMulti archive |
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