RT Journal Article
T1 Non Parametric ROC Summary Statistics
A1 Pardo Llorente, M. Del Carmen
A1 Franco Pereira, Alba María
AB 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.
PB Board
SN 1645-6726
YR 2017
FD 2017
LK https://hdl.handle.net/20.500.14352/18410
UL https://hdl.handle.net/20.500.14352/18410
LA eng
NO Ministerio de Economía, Comercio y Empresa (España)
DS Docta Complutense
RD 10 abr 2025