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rcbalance  

Large, Sparse Optimal Matching with Refined Covariate Balance
View on CRAN: Click here


Download and install rcbalance package within the R console
Install from CRAN:
install.packages("rcbalance")

Install from Github:
library("remotes")
install_github("cran/rcbalance")

Install by package version:
library("remotes")
install_version("rcbalance", "1.8.8")



Attach the package and use:
library("rcbalance")
Maintained by
Samuel D. Pimentel
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2014-09-02
Latest Update: 2022-03-25
Description:
Tools for large, sparse optimal matching of treated units and control units in observational studies. Provisions are made for refined covariate balance constraints, which include fine and near-fine balance as special cases. Matches are optimal in the sense that they are computed as solutions to network optimization problems rather than greedy algorithms. See Pimentel, et al.(2015) and Pimentel (2016), Obs. Studies 2(1):4-23. The rrelaxiv package, which provides an alternative solver for the underlying network flow problems, carries an academic license and is not available on CRAN, but may be downloaded from Github at .
How to cite:
Samuel D. Pimentel (2014). rcbalance: Large, Sparse Optimal Matching with Refined Covariate Balance. R package version 1.8.8, https://cran.r-project.org/web/packages/rcbalance. Accessed 25 Aug. 2026.
Previous versions and publish date:
(2026-07-09 06:48), 1.0 (2014-09-02 22:18), 1.2 (2014-11-12 08:09), 1.3 (2015-03-13 07:17), 1.4 (2015-03-24 07:21), 1.5 (2015-05-03 07:07), 1.6 (2015-05-23 08:42), 1.7.1 (2015-09-02 01:45), 1.7.2 (2015-10-27 08:10), 1.7.3 (2015-11-05 08:32), 1.7.4 (2015-11-15 10:09), 1.7.5 (2015-11-22 11:48), 1.7 (2015-08-01 12:28), 1.8.0 (2015-12-15 01:04), 1.8.2 (2016-02-11 08:27), 1.8.3 (2016-08-16 09:55), 1.8.4 (2017-06-17 10:14), 1.8.5 (2017-11-12 18:28), 1.8.6 (2022-03-02 09:50), 1.8.7 (2022-03-25 09:00)
Other packages that cited rcbalance R package
View rcbalance citation profile
Other R packages that rcbalance depends, imports, suggests or enhances
Complete documentation for rcbalance
Functions, R codes and Examples using the rcbalance R package
Some associated functions: build.dist.struct . callrelax . count.pairings . dist2net . rcbalance-package . rcbalance . 
Some associated R codes: build.dist.struct.R . count.pairings.R . rcbalance-internal.R . rcbalance.R .  Full rcbalance package functions and examples
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