IDEAS home Printed from https://ideas.repec.org/p/uwo/uwowop/9711.html
   My bibliography  Save this paper

Estimation of Dynamic Programming Models with Censored Dependent Variables

Author

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 structures of the unobservables, different potential sources of censoring, and different characteristics of the dataset (e.g., temporal dimension, frequency of corner solutions, or distribution of duration spells between two consecutive interior solutions). We use a labor demand model with kinked and lump-sum hiring and firing costs to illustrate the econometric problems and estimation methods.

Suggested Citation

  • Aguirregabiria, Victor, 1997. "Estimation of Dynamic Programming Models with Censored Dependent Variables," University of Western Ontario, Departmental Research Report Series 9711, University of Western Ontario, Department of Economics.
    • Handle: RePEc:uwo:uwowop:9711
    as

    Download full text from publisher

    File URL: https://ir.lib.uwo.ca/cgi/viewcontent.cgi?article=1427&context=economicsresrpt
    Download Restriction: no
    ---><---

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Russell Cooper & John C. Haltiwanger & Jonathan L. Willis, 2010. "Euler-Equation Estimation for Discrete Choice Models: A Capital Accumulation Application," NBER Working Papers 15675, National Bureau of Economic Research, Inc.
    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 of Labor Economics (IZA).
    5. Yaman, F., 2016. "Structural Estimation of Labor Adjustment Costs," Working Papers 15/22, Department of Economics, City University London.
    6. 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.
    7. 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

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:uwo:uwowop:9711. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    We have no bibliographic references for this item. You can help adding them by using this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: the person in charge (email available below). General contact details of provider: https://economics.uwo.ca/research/research_papers/department_working_papers.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.