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).


Reference manual

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0.2.0 by Yiran Zhang, 4 months ago

Browse source code at

Authors: Yiran Zhang , Ronghui Xu

Documentation:   PDF Manual  

GPL (>= 2) license

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

Suggests knitr, rmarkdown

See at CRAN