twangContinuous: Toolkit for Weighting and Analysis of Nonequivalent Groups - Continuous Exposures

Provides functions for propensity score estimation and weighting for continuous exposures as described in Zhu, Y., Coffman, D. L., & Ghosh, D. (2015). A boosting algorithm for estimating generalized propensity scores with continuous treatments. Journal of Causal Inference, 3(1), 25-40. <doi:10.1515/jci-2014-0022>.

Version: 1.0.0
Depends: R (≥ 3.5.0)
Imports: Rcpp (≥ 0.12.19), lattice (≥ 0.20-35), gbm (≥ 2.1.3), survey, xtable
Suggests: knitr, rmarkdown
Published: 2021-02-26
DOI: 10.32614/CRAN.package.twangContinuous
Author: Donna Coffman ORCID iD [aut, cre], Brian Vegetabile [ctb]
Maintainer: Donna Coffman <donna.coffman at gmail.com>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
In views: CausalInference
CRAN checks: twangContinuous results

Documentation:

Reference manual: twangContinuous.html , twangContinuous.pdf
Vignettes: Brief Tutorial for twangContinuous (source, R code)

Downloads:

Package source: twangContinuous_1.0.0.tar.gz
Windows binaries: r-devel: twangContinuous_1.0.0.zip, r-release: twangContinuous_1.0.0.zip, r-oldrel: twangContinuous_1.0.0.zip
macOS binaries: r-release (arm64): twangContinuous_1.0.0.tgz, r-oldrel (arm64): twangContinuous_1.0.0.tgz, r-release (x86_64): twangContinuous_1.0.0.tgz, r-oldrel (x86_64): twangContinuous_1.0.0.tgz

Reverse dependencies:

Reverse suggests: cobalt

Linking:

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