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Simulation and Estimation of Nonaddative Hedonic Models

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  • James J. Heckman
  • Rosa Matzkin
  • Lars Nesheim

Abstract

Making use of restrictions imposed by equilibrium, theoretical progress has been made on the nonparametric and semiparametric estimation and identification of scalar additive hedonic models (Ekeland, Heckman, and Nesheim, 2002) and scalar nonadditive hedonic models (Heckman, Matzkin, and Nesheim, 2002). However, little is known about the practical aspects of estimating such models or of the characteristics of equilibrium in such models. This paper presents computational and analytical results that fill some of these gaps. We simulate and estimate examples of equilibrium in the additive hedonic models and provide evidence on the performance of several estimation techniques. We also simulate examples of equilibria in nonadditive models and provide evidence on the performance of the nonadditive estimation techniques developed in Heckman, Matzkin, and Nesheim (2002).

Suggested Citation

  • James J. Heckman & Rosa Matzkin & Lars Nesheim, 2003. "Simulation and Estimation of Nonaddative Hedonic Models," NBER Working Papers 9895, National Bureau of Economic Research, Inc.
    • Handle: RePEc:nbr:nberwo:9895
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    References listed on IDEAS

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    1. Martin Browning & Jesus Carro, 2006. "Heterogeneity and Microeconometrics Modelling," CAM Working Papers 2006-03, University of Copenhagen. Department of Economics. Centre for Applied Microeconometrics.
    2. Jia, Xudong & Sullivan, Edward & Nuworsoo, Cornelius & Hockaday, Neil, 2008. "Literature Review Report on Benefit/Cost Studies and Evaluations of Transit Management Systems," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt3dn8v734, Institute of Transportation Studies, UC Berkeley.
    3. Jia, Xdong & Sullivan, Edward, 2008. "Literature Review Report on Benefit/Cost Studies and Evaluations of Transit Management Systems," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt40q1b3b8, Institute of Transportation Studies, UC Berkeley.
    4. Florian Heiss & Daniel McFadden & Joachim Winter, 2010. "Mind the Gap! Consumer Perceptions and Choices of Medicare Part D Prescription Drug Plans," NBER Chapters, in: Research Findings in the Economics of Aging, pages 413-481, National Bureau of Economic Research, Inc.
    5. Kenneth Y. Chay & Michael Greenstone, 2005. "Does Air Quality Matter? Evidence from the Housing Market," Journal of Political Economy, University of Chicago Press, vol. 113(2), pages 376-424, April.
    6. Kurz, Claudia & Hoffmann, Johannes, 2004. "A rental-equivalence index for owner-occupied housing in West Germany 1985 to 1998," Discussion Paper Series 1: Economic Studies 2004,08, Deutsche Bundesbank.
    7. Jia, Xudong PhD & Sullivan, Edward PhD & Nuworsoo, Cornelius PhD & Hockaday, Neil, 2008. "EDAPTS Benefit/Cost Evaluation," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt0tx0q18h, Institute of Transportation Studies, UC Berkeley.
    8. Florian Heiss & Daniel McFadden & Joachim Winter, 2008. "Mind the Gap! Consumer Perceptions and Choices," MEA discussion paper series 08156, Munich Center for the Economics of Aging (MEA) at the Max Planck Institute for Social Law and Social Policy.

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    JEL classification:

    • C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation

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