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); Hernan et al (2001).


News

Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.

install.packages("cmprskcoxmsm")

0.2.1 by Yiran Zhang, 25 days ago


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


Authors: Yiran Zhang , Ronghui Xu


Documentation:   PDF Manual  


GPL (>= 2) license


Imports ggplot2, survival, stats, twang, graphics, sandwich

Suggests knitr, rmarkdown


See at CRAN