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Non Parametric ROC Summary Statistics
- Publication Year :
- 2017
-
Abstract
- Receiver operating characteristic (ROC) curves are useful statistical tools for medical diagnostic testing. It has been proved its capability to assess diagnostic marker’s ability to distinguish between healthy and diseased subjects and to compare different diagnostic markers. In this paper we introduce non parametric ROC summary statistics to assess a ROC curve across the entire range of F P F s ∈ (0, 1) as well as over a restricted range of F P F s and compare them with some existing ones through a simulation study and through some real data examples. We also show their capability to compare two diagnostic markers.<br />Ministerio de Economía, Comercio y Empresa (España)<br />Depto. de Estadística e Investigación Operativa<br />Fac. de Ciencias Matemáticas<br />TRUE<br />pub
Details
- Database :
- OAIster
- Notes :
- application/pdf, 1645-6726, English
- Publication Type :
- Electronic Resource
- Accession number :
- edsoai.on1450552417
- Document Type :
- Electronic Resource