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  • 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.
  • 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. (en)
Title
  • Comparative Study of the Estimation of the Area Under the ROC Curves
  • Comparative Study of the Estimation of the Area Under the ROC Curves (en)
skos:prefLabel
  • Comparative Study of the Estimation of the Area Under the ROC Curves
  • Comparative Study of the Estimation of the Area Under the ROC Curves (en)
skos:notation
  • RIV/00216224:14310/06:00015971!RIV10-MSM-14310___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(GA402/04/1308), P(LC06024)
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
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http://linked.open...dnocenehoVysledku
  • 469198
http://linked.open...ai/riv/idVysledku
  • RIV/00216224:14310/06:00015971
http://linked.open...riv/jazykVysledku
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  • ROC curve; parametric estimate; nonparametric estimate (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [5A2EF5286673]
http://linked.open...v/mistoKonaniAkce
  • Pamplona
http://linked.open...i/riv/mistoVydani
  • Pamplona
http://linked.open...i/riv/nazevZdroje
  • Proceedings of the International Workshop on Spatio-Temporal Modelling (METMA3)
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Forbelská, Marie
  • Horová, Ivanka
  • Zelinka, Jiří
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
number of pages
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  • Instituto de Estadisica de Navarra
https://schema.org/isbn
  • 84-9769-139-3
http://localhost/t...ganizacniJednotka
  • 14310
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