Nothing
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 (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.
Browse package contents
Package details |
|
|---|---|
| Author | Xiang Zhou [cre], Derick da Silva Baum [aut] |
| Maintainer | Xiang Zhou <xiang_zhou@fas.harvard.edu> |
| License | GPL (>= 3) |
| Version | 0.3.2 |
| URL | https://github.com/xiangzhou09/rbw |
| Package repository | View on CRAN |
| Installation |
Install the latest version of this package by entering the following in R:
|
Try the rbw package in your browser
Any scripts or data that you put into this service are public.
