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Estimation of Dynamic Programming Models with Censored Dependent Variables

Author

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  • Aguirregabiria, V.

Abstract

This paper considers the estimation of dynamic structural models where the decision variables are censored. We present and discuss several econometric issues and estimation methods under alternative stochastic structure of the unobservables, different potential sources of censoring, and different characteritics of dataset.

Suggested Citation

  • Aguirregabiria, V., 1997. "Estimation of Dynamic Programming Models with Censored Dependent Variables," UWO Department of Economics Working Papers 9711, University of Western Ontario, Department of Economics.
  • Handle: RePEc:uwo:uwowop:9711
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    References listed on IDEAS

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    1. Bergstrom, Theodore & Blume, Lawrence & Varian, Hal, 1986. "On the private provision of public goods," Journal of Public Economics, Elsevier, pages 25-49.
    2. Rose-Ackerman, Susan, 1987. "Ideals versus Dollars: Donors, Charity Managers, and Government Grants," Journal of Political Economy, University of Chicago Press, vol. 95(4), pages 810-823, August.
    3. Sugden, Robert, 1982. "On the Economics of Philanthropy," Economic Journal, Royal Economic Society, vol. 92(366), pages 341-350, June.
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    Citations

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    Cited by:

    1. Russell W. Cooper & John Haltiwanger & Jonathan L. Willis, 2010. "Euler-equation estimation for discrete choice models: a capital accumulation application," Research Working Paper RWP 10-04, Federal Reserve Bank of Kansas City.
    2. Sánchez Mangas, Rocío, 2001. "Estimation of a dynamic discrete choice model of irreversible investment," DES - Working Papers. Statistics and Econometrics. WS ws015628, Universidad Carlos III de Madrid. Departamento de Estadística.
    3. Sánchez Mangas, Rocío, 2002. "Another look at the estimation of dynamic programming models with censored decision variables," DES - Working Papers. Statistics and Econometrics. WS ws022404, Universidad Carlos III de Madrid. Departamento de Estadística.
    4. Polder, Michael & Verick, Sher, 2004. "Dynamics of Labour and Capital Adjustment – A Comparison of Germany and the Netherlands," IZA Discussion Papers 1212, Institute for the Study of Labor (IZA).
    5. Rosa Papalia, 2003. "Generalized Maximum Entropy Estimation of Dynamic Programming Models with Sample Selection Bias," Computational Statistics, Springer, vol. 18(3), pages 463-475, September.
    6. Graciela Sanromán, 2002. "A Discrete Choice Analysis of the Household Shares of Risky Assets," Documentos de Trabajo (working papers) 0702, Department of Economics - dECON.

    More about this item

    Keywords

    DECISION MAKING; ECONOMIC MODELS;

    JEL classification:

    • C34 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Truncated and Censored Models; Switching Regression Models
    • C15 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Statistical Simulation Methods: General
    • C63 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Computational Techniques
    • J23 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Demand

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