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independenceWeights: Estimates Weights for Confounding Control for Continuous-Valued Exposures

Estimates weights to make a continuous-valued exposure statistically independent of a vector of pre-treatment covariates using the method proposed in Huling, Greifer, and Chen (2021) <doi:10.48550/arXiv.2107.07086>.

Version: 0.0.1
Depends: osqp (≥ 0.6.0.3)
Imports: locfit
Suggests: cobalt
Published: 2022-05-10
DOI: 10.32614/CRAN.package.independenceWeights
Author: Jared Huling ORCID iD [aut, cre], Noah Greifer ORCID iD [aut]
Maintainer: Jared Huling <jaredhuling at gmail.com>
License: MIT + file LICENSE
NeedsCompilation: no
Materials: README
CRAN checks: independenceWeights results

Documentation:

Reference manual: independenceWeights.pdf

Downloads:

Package source: independenceWeights_0.0.1.tar.gz
Windows binaries: r-devel: independenceWeights_0.0.1.zip, r-release: independenceWeights_0.0.1.zip, r-oldrel: independenceWeights_0.0.1.zip
macOS binaries: r-release (arm64): independenceWeights_0.0.1.tgz, r-oldrel (arm64): independenceWeights_0.0.1.tgz, r-release (x86_64): independenceWeights_0.0.1.tgz, r-oldrel (x86_64): independenceWeights_0.0.1.tgz

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.