Working with Misspecified Regression Models

Conventional statistical modeling in criminology assumes proper model specification. Very strong and unrebutted criticisms have existed for decades. Some respond that although the criticisms are correct, there is for observational data no alternative. In this paper, we provide an alternative.

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Bibliographische Detailangaben
1. VerfasserIn: Berk, Richard (VerfasserIn)
Beteiligte: Brown, Lawrence ; Buja, Andreas ; George, Edward ; Zhao, Linda
Medienart: Elektronisch Aufsatz
Sprache:Englisch
Veröffentlicht: 2018
In: Journal of quantitative criminology
Online Zugang: Volltext (Resolving-System)
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Schlagwörter:
Misspecification
Regression
Reproducibility
Beschreibung
Zusammenfassung:Conventional statistical modeling in criminology assumes proper model specification. Very strong and unrebutted criticisms have existed for decades. Some respond that although the criticisms are correct, there is for observational data no alternative. In this paper, we provide an alternative.
ISSN:1573-7799
DOI:10.1007/s10940-017-9348-7