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 |
Author: | Donna Coffman |
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 |
Reference manual: | twangContinuous.pdf |
Vignettes: |
Brief Tutorial for twangContinuous |
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 suggests: | cobalt |
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