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 |
| 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.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 |
Linking:
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