ROC Curve Estimation
An Overview
DOI:
https://doi.org/10.57805/revstat.v12i1.141Keywords:
Bayesian analysis, bi-normal, kernel, receiver operating characteristic curve, robustnessAbstract
This work overviews some developments on the estimation of the Receiver Operating Characteristic (ROC) curve. Estimation methods in this area are constantly being developed, adjusted and extended, and it is thus impossible to cover all topics and areas of application in a single paper. Here, we focus on some frequentist and Bayesian methods which have been mostly employed in the medical setting. Although we emphasize the medical domain, we also describe links with other fields where related developments have been made, and where some modeling concepts are often known under other designations.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2022 REVSTAT-Statistical Journal
This work is licensed under a Creative Commons Attribution 4.0 International License.