Closer than they appear: A Bayesian perspective on individual‐level heterogeneity in risk assessment

Risk assessment instruments are used across the criminal justice system to estimate the probability of some future event, such as failure to appear for a court appointment or re‐arrest. The estimated probabilities are then used in making decisions at the individual level. In the past, there has been...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Journal of the Royal Statistical Society. Series A, Statistics in society Statistics in society, 2022-04, Vol.185 (2), p.588-614
Hauptverfasser:	Lum, Kristian, Dunson, David B., Johndrow, James
Format:	Artikel
Sprache:	eng
Schlagworte:	algorithmic fairness automated decision making Bayesian Bayesian analysis Crime Criminal justice system Decision making Heterogeneity multilevel model Probability Risk allocation Risk assessment State courts Uncertainty
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!