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survC1 (version 1.0-2)

C-statistics for risk prediction models with censored survival data

Description

Performs inference for C of risk prediction models with censored survival data, using the method proposed by Uno et al. (2011). Inference for the difference in C between two competing prediction models is also implemented.

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Version

Install

install.packages('survC1')

Monthly Downloads

1,374

Version

1.0-2

License

GPL-2

Maintainer

Hajime Uno

Last Published

February 14th, 2013

Functions in survC1 (1.0-2)

survC1-package

C-statistics for risk prediction models with censored survival data
Inf.Cval

Inference of C
cvC

Cross-validation estimate for C
unoCW

A child function used in Inf.Cval and Inf.Cval.Delta
VEC2MAT

Vector to Matrix
Inf.Cval.Delta

Inference of Delta C
Est.PH

Derivation of a risk score by a Cox proportioal hazarzs model
Est.Cval

Esimtation of C
CompCase

Creates complete case data
kmcens

Kaplan-Meier for Censoring
conc

A child function to calcuate concordance
unoU2P

A child function used in Inf.Cval and Inf.Cval.Delta