Comp2ROC-package {Comp2ROC} | R Documentation |
Comaparation of ROC Curves using the methodology devoloped by Braga.
Package: | Comp2ROC |
Type: | Package |
Version: | 1.1.2 |
Date: | 2016-05-18 |
License: | GPL-2 |
Ana C. Braga, with contributions from Hugo Frade, Sara Carvalho and Andre M Santiago.
Maintainer: Ana C. Braga <acb@dps.uminho.pt>; Andre M. Santiago <andreportugalsantiago@gmail.com>;
BRAGA, A. C. AND COSTA, L. AND OLIVEIRA, P. 2011. An alternative method for global and partial comparasion of two diagnostic system based on ROC curves In Journal of Statistical Computation and Simulation.
# This is a simple example on how to use the package with the given dataset ZHANG (paired samples): nameE = "Zhang" modality1DataColumn = "modality1" modality2DataColumn = "modality2" data(zhang) results = roc.curves.boot(zhang, 10, 0.05, name=nameE, mod1=modality1DataColumn, mod2=modality2DataColumn) rocboot.summary(results, "modality1", "modality2") # This is another simple example on how to use the package with the given # dataset CAS2015 (unpaired samples): nameE = "CAS2015" modality1DataColumn = "CRIBM" modality2DataColumn = "CRIBF" paired = FALSE data(cas2015) results = roc.curves.boot(cas2015, 1000, 0.05, name=nameE, mod1=modality1DataColumn, mod2=modality2DataColumn, paired) rocboot.summary(results, modality1DataColumn, modality2DataColumn)