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MIICD (version 1.0)

Multiple Imputation for interval censored data regression

Description

Applies the Pan's (2000) multiple imputation approach to Cox or Fine and Gray regression for interval censored data.

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Version

Install

install.packages('MIICD')

Monthly Downloads

39

Version

1.0

License

GPL-3

Maintainer

Marc Delord

Last Published

April 23rd, 2014

Functions in MIICD (1.0)

MIICD.crreg

Multiple Imputation for competing risks regression
cml

CML data
PMDA.coxph

Multiple Imputation using Poor Man's Data Augmentation scheme (PMDA) for Cox proportional hazard regression
get.est.FG

Compute estimates.
get.est.cr.cox

Compute estimates.
get.est

Compute Cox and Breslow estimates.
preproc.coxph

preprocessed the data for MIICD.coxph
MIICD

Multiple Imputation for proportional hazard regression with interval censored data.
bcos

Breast Cosmesis Study data
ANDA.crreg

Multiple Imputation using Asymptotic Normal Data Augmentation scheme (ANDA) for Competing risks regression model
PMDA.crreg

Multiple Imputation using Poor Man's Data Augmentation scheme (PMDA) for Competing risks regression models
get.set

Compute sets of data for PMDA.
preproc.crreg

preproces the data for MIICD.crreg
ANDA.coxph

Multiple Imputation using Asymptotic Normal Data Augmentation scheme (ANDA) for Cox proportional hazards model
MIICD.coxph

Multiple Imputation for Cox proportional hazards model