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 ). This package provides two main functions, rbwPanel() and rbwMed(), that produce residual balancing weights for analyzing time-varying treatments and causal mediation respectively.


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0.2.0 by Xiang Zhou, 6 months ago

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Authors: Xiang Zhou [aut, cre]

Documentation:   PDF Manual  

GPL (>= 3) license

Imports stats, rlang

Suggests ebal, survey

See at CRAN