RT Journal Article
T1 A review on ROC curves in the presence of covariates
A1 Pardo Fernández, Juan Carlos
A1 Rodriguez Alvarez, Maria Jose
A1 Keilegom, Ingrid van
K1 12 Matemáticas
AB In this paper we review the literature on ROC curves in the presence of covariates.We discuss the different approaches that have been proposed in the literature to define, model, estimate and do asymptotics for ROC curves that incorporate covariates.For reasons of brevity, we mostly focus on nonparametric approaches, although some parametric and semiparametric methods are also discussed. We also analyze endocrinological data on the body mass index to illustrate the methodology. Finally, we mention some research topics that need further investigation or that are still unexplored.
PB Revstat Statistical Journal
SN 16456726
YR 2014
FD 2014-03
LK http://hdl.handle.net/11093/1007
UL http://hdl.handle.net/11093/1007
LA eng
NO Revstat Statistical Journal, 12(1): 21-41 (2014)
DS Investigo
RD 12-oct-2024