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MIICD (version 1.1)

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

48

Version

1.1

License

GPL-3

Maintainer

Marc Delord

Last Published

April 24th, 2014

Functions in MIICD (1.1)

bcos

Breast Cosmesis Study data
preproc.coxph

preprocessed the data for MIICD.coxph
PMDA.crreg

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

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

preproces the data for MIICD.crreg
get.est.FG

Compute estimates.
get.est

Compute Cox and Breslow estimates.
MIICD

Multiple Imputation for proportional hazard regression with interval censored data.
MIICD.coxph

Multiple Imputation for Cox proportional hazards model
MIICD.crreg

Multiple Imputation for competing risks regression
PMDA.coxph

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

Compute estimates.
ANDA.crreg

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

Compute sets of data for PMDA.