rcbalance: Large, Sparse Optimal Matching with Refined Covariate Balance

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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.

Author
Samuel D. Pimentel
Date of publication
2016-08-16 09:55:03
Maintainer
Samuel D. Pimentel <spi@wharton.upenn.edu>
License
MIT + file LICENSE
Version
1.8.3

View on CRAN

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

Files in this package

rcbalance
rcbalance/tests
rcbalance/tests/testthat.R
rcbalance/tests/testthat
rcbalance/tests/testthat/test-penalty.R
rcbalance/tests/testthat/test-1tok.R
rcbalance/tests/testthat/test-dist2net.R
rcbalance/tests/testthat/test-exclude_treated.R
rcbalance/tests/testthat/test-precision.R
rcbalance/tests/testthat/test-build_dist_struct.R
rcbalance/NAMESPACE
rcbalance/R
rcbalance/R/count.pairings.R
rcbalance/R/rcbalance-internal.R
rcbalance/R/rcbalance.R
rcbalance/R/build.dist.struct.R
rcbalance/MD5
rcbalance/DESCRIPTION
rcbalance/man
rcbalance/man/build.dist.struct.Rd
rcbalance/man/dist2net.Rd
rcbalance/man/rcbalance.Rd
rcbalance/man/count.pairings.Rd
rcbalance/man/callrelax.Rd
rcbalance/man/rcbalance-package.Rd
rcbalance/LICENSE