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@inproceedings{701729,
author = {Horová, Ivanka and Forbelská, Marie and Zelinka, Jiří},
address = {Pamplona},
booktitle = {Proceedings of the International Workshop on Spatio-Temporal Modelling (METMA3)},
keywords = {ROC curve; parametric estimate; nonparametric estimate},
language = {eng},
location = {Pamplona},
isbn = {84-9769-139-3},
pages = {177-180},
publisher = {Instituto de Estadisica de Navarra},
title = {Comparative Study of the Estimation of the Area Under the ROC Curves},
year = {2006}
}
TY - JOUR
ID - 701729
AU - Horová, Ivanka - Forbelská, Marie - Zelinka, Jiří
PY - 2006
TI - Comparative Study of the Estimation of the Area Under the ROC Curves
PB - Instituto de Estadisica de Navarra
CY - Pamplona
SN - 8497691393
KW - ROC curve
KW - parametric estimate
KW - nonparametric estimate
N2 - The aim of this contribution is to compare several methods of estimating the area under the reciever operating characteristic (ROC) curve for continous - scale diagnostic tests. The area under ROC curve is frequently used as a measure for the effectivness of diagnostic markers. Let AUC denote the area under this curve. Different estimates of the AUC are based on different approaches to estimating the ROC curve. In the present paper we investigate (i) parametric approach based on normal distribution or eliptically contoured distribution and (ii) nonparametric approach based on kernel smoothing.
ER -
HOROVÁ, Ivanka, Marie FORBELSKÁ and Jiří ZELINKA. Comparative Study of the Estimation of the Area Under the ROC Curves. In \textit{Proceedings of the International Workshop on Spatio-Temporal Modelling (METMA3)}. Pamplona: Instituto de Estadisica de Navarra, 2006, p.~177-180. ISBN~84-9769-139-3.
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