rbw: Residual Balancing Weights for Marginal Structural Models

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

Downloads:

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 (arm64): rbw_0.2.0.tgz, r-release (x86_64): rbw_0.2.0.tgz, r-oldrel: rbw_0.2.0.tgz

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