Package: semicmprskcoxmsm
Type: Package
Title: Use Inverse Probability Weighting to Estimate Treatment Effect
        for Semi Competing Risks Data
Version: 0.2.0
Author: Yiran Zhang
Maintainer: Yiran Zhang <yiz038@health.ucsd.edu>
Description: 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) <arXiv:2204.10426>.
License: GPL (>= 2)
Imports: ggplot2, survival, stats, twang, graphics, fastGHQuad, Rcpp
Suggests: knitr, rmarkdown
NeedsCompilation: no
Packaged: 2022-04-29 23:26:09 UTC; yiran
Repository: CRAN
Date/Publication: 2022-04-29 23:40:02 UTC
Built: R 4.6.0; ; 2026-04-28 10:50:30 UTC; unix
