Package: rbw
Type: Package
Date: 2022-03-01
Title: Residual Balancing Weights for Marginal Structural Models
Version: 0.3.2
Authors@R: c(
    person("Xiang", "Zhou", email = "xiang_zhou@fas.harvard.edu", role = "cre"),
    person("Derick da Silva", "Baum", email = "derick_baum@g.harvard.edu", role = "aut"))
Description: Residual balancing is a robust method of constructing weights for
  marginal structural models, which can be used to estimate (a) the average treatment effect in 
  a cross-sectional observational study, (b) controlled direct/mediator effects in causal mediation
  analysis, and (c) the effects of time-varying treatments in panel data (Zhou and Wodtke 2020
  <doi:10.1017/pan.2020.2>). This package provides three functions, rbwPoint(), rbwMed(), and rbwPanel(),
  that produce residual balancing weights for estimating (a), (b), (c), respectively.
Depends: R (>= 3.5.0),
Imports: dplyr (>= 0.8.4), stats, rlang (>= 0.4.4)
Suggests: ebal, knitr, survey, rmarkdown, testthat (>= 3.0.0)
License: GPL (>= 3)
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.1.1
URL: https://github.com/xiangzhou09/rbw
BugReports: https://github.com/xiangzhou09/rbw
Config/testthat/edition: 3
NeedsCompilation: no
Packaged: 2022-03-01 17:23:40 UTC; Xiang
Author: Xiang Zhou [cre],
  Derick da Silva Baum [aut]
Maintainer: Xiang Zhou <xiang_zhou@fas.harvard.edu>
Repository: CRAN
Date/Publication: 2022-03-01 18:10:10 UTC
Built: R 4.6.0; ; 2026-01-05 19:03:57 UTC; windows
