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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.pdf
Vignettes: Brief Tutorial for twangContinuous

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:

Please use the canonical form https://CRAN.R-project.org/package=twangContinuous to link to this page.

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.