Residual balancing is a robust method of constructing weights for marginal structural models, which can be used to estimate marginal effects of time-varying treatments and controlled direct/mediator effects in causal mediation analysis (Zhou and Wodtke 2020 <doi:10.1017/pan.2020.2>). This package provides two main functions, rbwPanel() and rbwMed(), that produce residual balancing weights for analyzing time-varying treatments and causal mediation respectively.
| Version: | 0.2.0 |
| Depends: | R (≥ 3.3.0) |
| Imports: | stats, rlang (≥ 0.4.4) |
| Suggests: | ebal, survey |
| Published: | 2020-04-15 |
| Author: | Xiang Zhou [aut, cre] |
| Maintainer: | Xiang Zhou <xiang_zhou at fas.harvard.edu> |
| BugReports: | http://github.com/xiangzhou09/rbw |
| License: | GPL (≥ 3) |
| URL: | http://github.com/xiangzhou09/rbw |
| NeedsCompilation: | no |
| Materials: | README NEWS |
| CRAN checks: | rbw results |
| Reference manual: | rbw.pdf |
| Package source: | rbw_0.2.0.tar.gz |
| Windows binaries: | r-devel: rbw_0.2.0.zip, r-release: rbw_0.2.0.zip, r-oldrel: rbw_0.2.0.zip |
| macOS binaries: | r-release: rbw_0.2.0.tgz, r-oldrel: rbw_0.2.0.tgz |
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