CRAN/E | semicmprskcoxmsm

semicmprskcoxmsm

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

Installation

About

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) .

Key Metrics

Version 0.2.0
Published 2022-04-29 737 days ago
Needs compilation? no
License GPL-2
License GPL-3
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Maintainer

Maintainer

Yiran Zhang

yiz038@health.ucsd.edu

Authors

Yiran Zhang

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

semicmprskcoxmsm archive

Imports

ggplot2
survival
stats
twang
graphics
fastGHQuad
Rcpp

Suggests

knitr
rmarkdown