Comparative Study of the Estimation of the Area Under the ROC Curves

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216224%3A14310%2F06%3A00015971" target="_blank" >RIV/00216224:14310/06:00015971 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Result language
angličtina
Original language name
Comparative Study of the Estimation of the Area Under the ROC Curves
Original language description
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 affectivness 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. As concerns the application of the proceding theory we focus on biomedical data especially on DNA microarray analysis.
Czech name
Srovnávací studie odhadu plochy pod ROC křivkou
Czech description
Bude doplneno pozdeji.

Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2006
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Proceedings of the International Workshop on Spatio-Temporal Modelling (METMA3)
ISBN
84-9769-139-3
ISSN
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e-ISSN
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Number of pages
4
Pages from-to
177-180
Publisher name
Instituto de Estadisica de Navarra
Place of publication
Pamplona
Event location
Pamplona
Event date
Jan 1, 2006
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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