Multiple Imputation for Interval Censored Data

Implements multiple imputation for proportional hazards regression with interval censored data or proportional sub-distribution hazards regression for interval censored competing risks data. The main functions allow to estimate survival function, cumulative incidence function, Cox and Fine & Gray regression coefficients and associated variance-covariance matrix. 'MIICD' functions call 'Surv', 'survfit' and 'coxph' from the 'survival' package, 'crprep' from the 'mstate' package, and 'mvrnorm' from the 'MASS' package.


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install.packages("MIICD")

2.4 by Marc Delord, 2 years ago


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


Authors: Marc Delord [aut, cre]


Documentation:   PDF Manual  


Task views: Survival Analysis


GPL-3 license


Imports survival, MASS, mstate


Suggested by icensBKL, mlt.docreg.


See at CRAN