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A Note on the Application of Dynamic Panel Data (DPD) Models in Economic Models of Crime

Author

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  • Ghasemi Mojtaba

    (Faculty of Law, Shahid Beheshti University, Tehran, Iran)

Abstract

The dynamic panel data (DPD) model and application of Difference and System GMM estimators has great advantages to address endogeneity of law enforcement variables and measurement error in reporting of crimes in economic models of crime as well as controlling for fixed effects and avoiding dynamic panel bias. Meanwhile, neglecting instrument proliferation which is very common and uncommonly detected in these models can lead to misleading and unreliable results. Bolding this warning and presenting available techniques to control for this potential danger is the main mission of this note.

Suggested Citation

  • Ghasemi Mojtaba, 2017. "A Note on the Application of Dynamic Panel Data (DPD) Models in Economic Models of Crime," Asian Journal of Law and Economics, De Gruyter, vol. 8(3), pages 1-9, December.
  • Handle: RePEc:bpj:ajlecn:v:8:y:2017:i:3:p:9:n:5
    DOI: 10.1515/ajle-2016-0026
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    More about this item

    Keywords

    dynamic panel data model; economics of crime; instrument proliferation;
    All these keywords.

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • C26 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Instrumental Variables (IV) Estimation
    • K42 - Law and Economics - - Legal Procedure, the Legal System, and Illegal Behavior - - - Illegal Behavior and the Enforcement of Law

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