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nbpMatching
View on CRAN: Click
here
Download and install nbpMatching package within the R console
Install from CRAN:
install.packages("nbpMatching")
Install from Github:
library("remotes")
install_github("cran/nbpMatching")
Install by package version:
library("remotes")
install_version("nbpMatching", "1.5.4")
Attach the package and use:
library("nbpMatching")
Maintained by
Cole Beck
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2009-09-18
Latest Update: 2023-08-19
Description:
Perform non-bipartite matching and matched randomization. A
"bipartite" matching utilizes two separate groups, e.g. smokers being
matched to nonsmokers or cases being matched to controls. A "non-bipartite"
matching creates mates from one big group, e.g. 100 hospitals being
randomized for a two-arm cluster randomized trial or 5000 children who
have been exposed to various levels of secondhand smoke and are being
paired to form a greater exposure vs. lesser exposure comparison. At the
core of a non-bipartite matching is a N x N distance matrix for N potential
mates. The distance between two units expresses a measure of similarity or
quality as mates (the lower the better). The 'gendistance()' and
'distancematrix()' functions assist in creating this. The 'nonbimatch()'
function creates the matching that minimizes the total sum of distances
between mates; hence, it is referred to as an "optimal" matching. The
'assign.grp()' function aids in performing a matched randomization. Note
bipartite matching can be performed using the prevent option in
'gendistance()'.
How to cite:
Cole Beck (2009). nbpMatching: Functions for Optimal Non-Bipartite Matching. R package version 1.5.4, https://cran.r-project.org/web/packages/nbpMatching
Previous versions and publish date:
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imports, suggests or enhances
Functions, R codes and Examples using
the nbpMatching R package
Some associated functions: assign.grp . distancematrix . fill.missing . gendistance . get.sets . make.phantoms . nbpMatching-internal . nbpMatching-package . nonbimatch . qom . quantile . scalar.dist . subsetMatches .
Some associated R codes: assign.grp.R . distancematrix.R . fill.missing.R . gendistance.R . make.phantoms.R . nbpmatching-package.R . nonbimatch.R . qom.R . quantile.R . subsetMatches.R . utils.R . Full nbpMatching package functions and examples
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