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StratifiedBalancing: Stratified Covariate Balancing

Performs Stratified Covariate Balancing with Markov blanket feature selection and use of synthetic cases. See Alemi et al. (2016) <doi:10.1111/1475-6773.12628>.

Version: 0.3.0
Depends: R (≥ 3.0.1)
Imports: bnlearn, plyr
Published: 2019-07-05
DOI: 10.32614/CRAN.package.StratifiedBalancing
Author: Farrokh Alemi , Amr ElRafey
Maintainer: Amr ElRafey <aelrafey at gmu.edu>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
CRAN checks: StratifiedBalancing results

Documentation:

Reference manual: StratifiedBalancing.pdf

Downloads:

Package source: StratifiedBalancing_0.3.0.tar.gz
Windows binaries: r-devel: StratifiedBalancing_0.3.0.zip, r-release: StratifiedBalancing_0.3.0.zip, r-oldrel: StratifiedBalancing_0.3.0.zip
macOS binaries: r-release (arm64): StratifiedBalancing_0.3.0.tgz, r-oldrel (arm64): StratifiedBalancing_0.3.0.tgz, r-release (x86_64): StratifiedBalancing_0.3.0.tgz, r-oldrel (x86_64): StratifiedBalancing_0.3.0.tgz
Old sources: StratifiedBalancing archive

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.