Use Inverse Probability Weighting to Estimate Treatment Effect for Semi Competing Risks Data

Use inverse probability weighting methods to estimate treatment effect under marginal structure model (MSM) for the transition hazard of semi competing risk data, i.e. illness death model. We implement two specific such models, the usual Markov illness death structural model and the general Markov illness death structural model. We also provide the predicted three risks functions from the marginal structure models. Zhang, Y. and Xu, R. (2022) .


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install.packages("semicmprskcoxmsm")

0.2.0 by Yiran Zhang, 4 years ago


Browse source code at https://github.com/cran/semicmprskcoxmsm


Authors: Yiran Zhang


Documentation:   PDF Manual  


GPL (>= 2) license


Imports ggplot2, survival, stats, twang, graphics, fastGHQuad, Rcpp

Suggests knitr, rmarkdown


See at CRAN