This article reviews current state of the art of ROC surface analysis and illustrates its use
through an application on a pancreatic cancer diagnostic marker. Receiver Operating …

This book presents a unified and up-to-date introduction to ROC methodologies, covering
both diagnosis (classification) and prediction. The emphasis is on the conceptual …

The receiver operating characteristic (ROC) curve is the most widely used measure for
evaluating the discriminatory performance of a continuous biomarker. Incorporating …

Medical researchers endeavor to identify potentially useful biomarkers to develop marker-
based screening assays for disease diagnosis and prevention. Useful summary measures …

A novel nonparametric regression model is developed for evaluating the covariate-specific
accuracy of a continuous biological marker. Accurately screening diseased from …

A novel semiparametric regression model is developed for evaluating the covariate‐specific
accuracy of a continuous medical test or biomarker. Ideally, studies designed to estimate or …

Cumulative receiver operator characteristic (ROC) curve analysis extends classic ROC
curve analysis to discriminate three or more ordinal outcome levels on a shared continuous …

Measuring the accuracy of diagnostic tests is crucial in many application areas, in particular
medicine and health care. The receiver operating characteristic (ROC) surface is a useful …

The discriminatory ability of a marker for censored survival data is routinely assessed by the
time-dependent ROC curve and the c-index. The time-dependent ROC curve evaluates the …

In application of diagnostic accuracy, it is possible that a priori information may exist
regarding the test score distributions, either between different disease populations for a …