CRAN/E | cmprskcoxmsm

cmprskcoxmsm

Use IPW to Estimate Treatment Effect under Competing Risks

Installation

About

Uses inverse probability weighting methods to estimate treatment effect under marginal structure model for the cause-specific hazard of competing risk events. Estimates also the cumulative incidence function (i.e. risk) of the potential outcomes, and provides inference on risk difference and risk ratio. Reference: Kalbfleisch & Prentice (2002)doi:10.1002/9781118032985; Hernan et al (2001)doi:10.1198/016214501753168154.

Key Metrics

Version 0.2.1
Published 2021-09-04 974 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
Ronghui Xu

Material

Reference manual
Package source

Vignettes

Estimating the treatment effect in failure-time settings with competing events

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

cmprskcoxmsm archive

Imports

ggplot2
survival
stats
twang
graphics
sandwich

Suggests

knitr
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