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rcure (version 0.1.0)

Robust Cure Models for Survival Analysis

Description

Implements robust cure models for survival analysis by incorporate a weakly informative prior in the logistic part of cure models. Estimates prognostic accuracy, i.e. AUC, k-index and c-index, with bootstrap confidence interval for cure models.

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Version

Install

install.packages('rcure')

Monthly Downloads

2

Version

0.1.0

License

GPL-3

Maintainer

Xiaoxia Han

Last Published

January 21st, 2017

Functions in rcure (0.1.0)

predictrcure

Prediction of robust cure model
plotpredictrcure

Plots predicted rcure object
printrcure

Prints rcure object
eva_rcure

Evaluate Mixture cure model fitted by rcure
rcure

Robust cure model
eva_cure

Evaluate Mixture cure model fitted by rcure
coefrcure

Retrieves the estimated coefficients from rcure object