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Simulation and Estimation of Nonaddative Hedonic Models

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Author Info
James J. Heckman
Rosa Matzkin
Lars Nesheim

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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).

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Paper provided by National Bureau of Economic Research, Inc in its series NBER Working Papers with number 9895.

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Date of creation: Aug 2003
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Handle: RePEc:nbr:nberwo:9895

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

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References listed on IDEAS
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Cited by:
(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. 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, Research Centre. [Downloadable!]
  2. Martin Browning & Jesus Carro, 2006. "Heterogeneity and Microeconometrics Modelling," CAM Working Papers 2006-03, University of Copenhagen. Department of Economics. Centre for Applied Microeconometrics. [Downloadable!]
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