The Problem of Infra-marginality in Outcome Tests for Discrimination

Outcome tests are a popular method for detecting bias in lending, hiring, and policing decisions. These tests operate by comparing the success rate of decisions across groups. For example, if loans made to minority applicants are observed to be repaid more often than loans made to whites, it suggest...

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Detalles Bibliográficos
Autor principal: Corbett-Davies, Sam (Autor)
Otros Autores: Simoiu, Camelia ; Goel, Sharad
Tipo de documento: Electrónico Artículo
Lenguaje:Inglés
Publicado: 2017
En: The annals of applied statistics
Año: 2017
Acceso en línea: Volltext (kostenfrei)
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