ROC curve estimation: An overview

01/01/2014

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.

Autores da comunidade :

• 

  A

  Ana Patrícia Subtil da Graça Freitas

  ist137306

• 

  M

  Maria do Rosário De Oliveira Silva

  ist12954

  Afiliações e fontes

  IST > DM

  Departamento de Matemática

  De: orcid

  ID: 109384050

  De: cienciavitae

  ID: 2883614

  De: scopus

  ID: 2-s2.0-84897454485

AO - Versão original do autor

INST NACIONAL ESTATISTICA-INE

REVSTAT - STATISTICAL JOURNAL

1

20

12

1

10.57805/revstat.v12i1.141

mathematics - Matemática

eng - Inglês

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