mdbrown/survAccuracyMeasures: Estimate accuracy measures for risk prediction markers from survival data

This package provides a function to estimate the AUC, TPR(c), FPR(c), PPV(c), and NPV(c) for for a specific timepoint and marker cutoff value c using non-parametric and semi-parametric estimators. Standard errors and confidence intervals are also computed. Either analytic or bootstrap standard errors can be computed.

Getting started

Package details

AuthorYingye Zheng, Tianxi Cai, and Marshall Brown
MaintainerMarshall Brown <[email protected]>
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
mdbrown/survAccuracyMeasures documentation built on May 22, 2019, 3:23 p.m.