MIICD: 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.

Author
Marc Delord [aut, cre]
Date of publication
2016-11-28 22:05:11
Maintainer
Marc Delord <mdelord@gmail.com>
License
GPL-3
Version
2.3

View on CRAN

Man pages

bcos
bcos : breast cosmesis data
ICCRD
ICCRD : interval censored competing risks data
MI.ci
Cumulative incidence estimation for interval censored...
MIICD.coxph
Cox regression for interval censored data using multiple...
MIICD.crreg
Fine & Gray regression for interval censored competing risks...
MI.surv
Survival estimation for interval censored data using multiple...
plot.MI_ci
plot method for MI_ci objects
plot.MIICD_coxph
plot method for MIICD_coxph objects
plot.MIICD_crreg
plot method for MIICD_crreg objects
plot.MI_surv
plot method for MI_surv objects

Files in this package

MIICD
MIICD/NAMESPACE
MIICD/data
MIICD/data/BCOS.rda
MIICD/data/ICCRD.rda
MIICD/R
MIICD/R/preproc.crreg.R
MIICD/R/get.set.R
MIICD/R/get.est.R
MIICD/R/MI.ci.R
MIICD/R/ANDA.crreg.R
MIICD/R/MI.surv_1.R
MIICD/R/post_point_est_CI.R
MIICD/R/bcos.R
MIICD/R/get_values_at_time.R
MIICD/R/PMDA.coxph.R
MIICD/R/MI.ci_1.R
MIICD/R/MI.surv.R
MIICD/R/get.est.FG.R
MIICD/R/PMDA.crreg.R
MIICD/R/MIICD.crreg.R
MIICD/R/get.est.cr.cox.R
MIICD/R/get_est_mi.R
MIICD/R/get_z.R
MIICD/R/BBS.R
MIICD/R/BBCI.R
MIICD/R/preproc.coxph.R
MIICD/R/ICCRD.R
MIICD/R/ANDA.coxph.R
MIICD/R/MIICD.coxph.R
MIICD/R/get_est_mi_surv.R
MIICD/MD5
MIICD/DESCRIPTION
MIICD/man
MIICD/man/plot.MI_ci.Rd
MIICD/man/MI.ci.Rd
MIICD/man/ICCRD.Rd
MIICD/man/MI.surv.Rd
MIICD/man/bcos.Rd
MIICD/man/plot.MIICD_crreg.Rd
MIICD/man/MIICD.coxph.Rd
MIICD/man/plot.MIICD_coxph.Rd
MIICD/man/MIICD.crreg.Rd
MIICD/man/plot.MI_surv.Rd