rcbalance: Large, Sparse Optimal Matching with Refined Covariate Balance
Version 1.8.3

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.

Browse man pages Browse package API and functions Browse package files

AuthorSamuel D. Pimentel
Date of publication2016-08-16 09:55:03
MaintainerSamuel D. Pimentel <spi@wharton.upenn.edu>
LicenseMIT + file LICENSE
Version1.8.3
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("rcbalance")

Man pages

build.dist.struct: Build Distance Structure for Matching with Refined Balance
callrelax: Solve Network Flow Problem using RELAX-IV Algorithm
count.pairings: Count treatment-control pairings.
dist2net: Building and Manipulating Network Flow Problems
rcbalance: Optimal Matching with Refined Covariate Balance
rcbalance-package: Sparse Optimal Matching with Refined Covariate Balance

Functions

add.layer Man page Source code
build.dist.struct Man page Source code
callrelax Man page Source code
count.pairings Man page Source code
dist2net Man page Source code
dist2net.matrix Man page Source code
onAttach Source code
penalize.near.exact Man page Source code
penalty.update Man page Source code
rcbalance Man page Source code
rcbalance-package Man page
remove.layer Man page

Files

tests
tests/testthat.R
tests/testthat
tests/testthat/test-penalty.R
tests/testthat/test-1tok.R
tests/testthat/test-dist2net.R
tests/testthat/test-exclude_treated.R
tests/testthat/test-precision.R
tests/testthat/test-build_dist_struct.R
NAMESPACE
R
R/count.pairings.R
R/rcbalance-internal.R
R/rcbalance.R
R/build.dist.struct.R
MD5
DESCRIPTION
man
man/build.dist.struct.Rd
man/dist2net.Rd
man/rcbalance.Rd
man/count.pairings.Rd
man/callrelax.Rd
man/rcbalance-package.Rd
LICENSE
rcbalance documentation built on May 19, 2017, 3:33 p.m.