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Dealing with the common econometric problems of count data with excess zeros, endogenous treatment effects, and attrition bias


  • Freund, Deborah A.
  • Kniesner, Thomas J.
  • LoSasso, Anthony T.


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  • Freund, Deborah A. & Kniesner, Thomas J. & LoSasso, Anthony T., 1999. "Dealing with the common econometric problems of count data with excess zeros, endogenous treatment effects, and attrition bias," Economics Letters, Elsevier, vol. 62(1), pages 7-12, January.
  • Handle: RePEc:eee:ecolet:v:62:y:1999:i:1:p:7-12

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    References listed on IDEAS

    1. Vuong, Quang H, 1989. "Likelihood Ratio Tests for Model Selection and Non-nested Hypotheses," Econometrica, Econometric Society, vol. 57(2), pages 307-333, March.
    2. Terza, Joseph V., 1998. "Estimating count data models with endogenous switching: Sample selection and endogenous treatment effects," Journal of Econometrics, Elsevier, vol. 84(1), pages 129-154, May.
    3. Murphy, Kevin M & Topel, Robert H, 2002. "Estimation and Inference in Two-Step Econometric Models," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 88-97, January.
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    Cited by:

    1. Sarah Brown & Alan Duncan & Mark N. Harris & Jennifer Roberts & Karl Taylor, 2015. "A Zero-Inflated Regression Model for Grouped Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 77(6), pages 822-831, December.
    2. Alba, Joseph D. & Park, Donghyun & Wang, Peiming, 2009. "Corporate governance and merger and acquisition (M&A) FDI: Firm-level evidence from Japanese FDI into the US," Journal of Multinational Financial Management, Elsevier, vol. 19(1), pages 1-11, February.
    3. Wang, Peiming, 2003. "A bivariate zero-inflated negative binomial regression model for count data with excess zeros," Economics Letters, Elsevier, vol. 78(3), pages 373-378, March.
    4. Gian Luigi Albano & Federico Dini & Roberto Zampino & Marta Fana, 2008. "The Determinants of Suppliers’ Performance in E-Procurement: Evidence from the Italian Government’s E-Procurement Platform," Working Papers 2008.49, Fondazione Eni Enrico Mattei.
    5. Alba, Joseph D. & Park, Donghyun & Wang, Peiming, 2009. "Corporate Governance and Merger and Acquisition Foreign Direct Investment: Firm-level Evidence from Japanese Foreign Direct Investment into the US," ADB Economics Working Paper Series 147, Asian Development Bank.
    6. Xie, M. & He, B. & Goh, T. N., 2001. "Zero-inflated Poisson model in statistical process control," Computational Statistics & Data Analysis, Elsevier, vol. 38(2), pages 191-201, December.

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