Using Bayesian Mixed Effect Generalized Linear Models to Evaluate Criminological Interventions: An Application to Firearm Seizures during Directed Patrol

PurposeTo provide guidance on the use of Bayesian mixed-effect modeling for inference in criminological applications involving complex longitudinal data, and a demonstration involving police firearm seizures and gun violence.MethodsWe outline a Bayesian strategy for specifying and fitting mixed-effe...

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Bibliographic Details
Authors: Rydberg, Jason (Author) ; Greene-Colozzi, Emily (Author) ; McGarrell, Edmund F. 1956- (Author) ; Perry, Sean 1968- (Author)
Format: Electronic Article
Language:English
Published: 2025
In: Journal of quantitative criminology
Year: 2025, Volume: 41, Issue: 4, Pages: 599-622
Online Access: Volltext (lizenzpflichtig)
Check availability: HBZ Gateway
Keywords:
Bayesian regression
gun violence
Illegal firearms
Multilevel models