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 [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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