Other packages > Find by keyword >

rbw  

Residual Balancing Weights for Marginal Structural Models
View on CRAN: Click here


Download and install rbw package within the R console
Install from CRAN:
install.packages("rbw")

Install from Github:
library("remotes")
install_github("cran/rbw")

Install by package version:
library("remotes")
install_version("rbw", "0.3.2")



Attach the package and use:
library("rbw")
Maintained by
Xiang Zhou
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-04-15
Latest Update: 2022-03-01
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 ). This package provides three functions, rbwPoint(), rbwMed(), and rbwPanel(), that produce residual balancing weights for estimating (a), (b), (c), respectively.
How to cite:
Xiang Zhou (2020). rbw: Residual Balancing Weights for Marginal Structural Models. R package version 0.3.2, https://cran.r-project.org/web/packages/rbw. Accessed 29 Oct. 2026.
Previous versions and publish date:
(2026-07-09 06:48), 0.2.0 (2020-04-15 13:00), 0.3.0 (2021-09-23 00:00), 0.3.1 (2022-02-28 00:10)
Other packages that cited rbw R package
View rbw citation profile
Other R packages that rbw depends, imports, suggests or enhances
Complete documentation for rbw
Functions, R codes and Examples using the rbw R package
Some associated functions: advertisement . campaign_long . campaign_wide . eb2 . peace . rbwMed . rbwPanel . rbwPoint . 
Some associated R codes: data.R . eb2.R . rbwMed.R . rbwPanel.R . rbwPoint.R . utils.R .  Full rbw package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
binovisualfields  
Depth-Dependent Binocular Visual Fields Simulation
Simulation and visualization depth-dependent integrated visual fields. Visual fields are measured mo ...
Download / Learn more Package Citations See dependency  
fastRG  
Sample Generalized Random Dot Product Graphs in Linear Time
Samples generalized random product graphs, a generalization of a broad class of network models. Giv ...
Download / Learn more Package Citations See dependency  
GEVcdn  
GEV Conditional Density Estimation Network
Implements a flexible nonlinear modelling framework for nonstationary generalized extreme value anal ...
Download / Learn more Package Citations See dependency  
personalized2part  
Two-Part Estimation of Treatment Rules for Semi-Continuous Data
Implements the methodology of Huling, Smith, and Chen (2020) , w ...
Download / Learn more Package Citations See dependency  

29,218

R Packages

247,686

Dependencies

77,281

Author Associations

29,219

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA