CAS2015 Dataset

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.

1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 | ```
# 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)
``` |

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