tpAUC {tpAUC}

Estimation and Inference of Two-Way Partial AUC, FPR partial AUC and FNR partial ODC

Description

Tools of estimation and inference of two-way partial AUC, FPR partial AUC and FNR partial ODC. Methods are proposed in Yang et al., 2016 and Yang et al., 2017, including Mann-Whitney Statistic, jackknife method, etc.

Details

Package:	tpAUC
Type:	Package
Date	2017-04-08
License:	GPL (>= 2)

Author(s)

Hanfang Yang, Kun Lu, Xiang Lyu, Feifang Hu, Yichuan Zhao.

Maintainer: Xiang Lyu <[e-mail]>

References

Wang Z, Chang Y. Marker selection via maximizing the partial area under the ROC curve of linear risk scores[J]. Biostatistics, 2011, 12(2): 369-385.

Yang H, Lu K, Lyu X, Hu F. Two-Way Partial AUC and Its Properties[J]. arXiv:1508.00298, 2016.

Yang H, Lu K, Zhao Y. A nonparametric approach for partial areas under ROC curves and ordinal dominance curves. Statistica Sinica, 2017, 27: 357-371.