Article In: orcid, cienciavitae, scopus

ROC curve estimation: An overview

REVSTAT - STATISTICAL JOURNAL

Gonçalves L.; Subtil A.; De Zea Bermudez P. — 2014 — INST NACIONAL ESTATISTICA-INE

Key information

Authors:

Gonçalves L.; Subtil A. (Ana Patrícia Subtil da Graça Freitas); Rosário Oliveira M. (Maria do Rosário De Oliveira Silva); De Zea Bermudez P.

Published in

01/01/2014

Abstract

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.

Publication details

Authors in the community:

Publication version

AO - Author's Original

Publisher

INST NACIONAL ESTATISTICA-INE

Title of the publication container

REVSTAT - STATISTICAL JOURNAL

First page or article number

1

Last page

20

Volume

12

Issue

1

DOI

10.57805/revstat.v12i1.141

Fields of Science and Technology (FOS)

mathematics - Mathematics

Publication language (ISO code)

eng - English

Alternative identifier (URI)

http://www.scopus.com/inward/record.url?eid=2-s2.0-84897454485&partnerID=MN8TOARS

Rights type:

Only metadata available