cmprskcoxmsm: Use IPW to Estimate Treatment Effect under Competing Risks

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>.

Getting started

Package details

AuthorYiran Zhang, Ronghui Xu
MaintainerYiran Zhang <yiz038@health.ucsd.edu>
LicenseGPL (>= 2)
Version0.2.0
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("cmprskcoxmsm")

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cmprskcoxmsm documentation built on Feb. 15, 2021, 9:06 a.m.