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Specification tests in hedonic models

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Abstract

Specification testing can be an effective method for addressing the considerable econometric problems present in hedonic models. In this article, we suggest the use of three different Hausman-type specification tests—tests for the hedonic price equation, each preference equation, and a system of equations—as a way of isolating the sources of misspecification in a hedonic model. Using a national data sample as an example, we illustrate the use of these tests to guide model specification in a simultaneous setting.

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References

  • Amemiya, Yasuo. “Instrumental Variable Estimator for the Nonlinear Errors-In-Variables Model.” Journal of Econometrics 28 (June 1985), 273–289.

    Google Scholar 

  • Atkinson, Scott E. and Crocker, Thomas D. “A Bayesian Approach to Assessing the Robustness of Hedonic Property Value Studies.” Journal of Applied Econometrics 2 (January 1987), 27–45.

    Google Scholar 

  • Bartik, Timothy J. “The Estimation of Demand Parameters in Hedonic Price Models.” Journal of Political Economy 95 (February 1987), 81–88.

    Google Scholar 

  • Breusch, Trevor S. and Mizon, Grayham E. “Comment on Ruud's Tests of Specification in Econometrics'.” Econometric Reviews 3, (1984), 243–251.

    Google Scholar 

  • Brown, James N. and Rosen, Harvey S. “On the Estimation of Structural Hedonic Price Models.” Econometrica 50 (May 1982), 765–768.

    Google Scholar 

  • Burgess, James F. Jr. “The Commuting Decision as a Hedonic Choice Problem.” Doctoral dissertation, Brown University, 1987.

  • Chow, Gregory C. Econometrics. New York. McGraw-Hill, 1983, pp. 313–316.

    Google Scholar 

  • Diamond, Douglas B. and Smith, Barton A. “Simultaneity in the Market for Housing Characteristics.” Journal of Urban Economics 17 (May 1985), 280–292.

    Google Scholar 

  • Epple, Dennis. “Hedonic Prices and Implicit Markets: Estimating Demand and Supply Functions for Differentiated Products.” Journal of Political Economy 95 (February 1987), 59–80.

    Google Scholar 

  • Fair, Ray C. and Parke, William R. “Full Information Estimates of a Nonlinear Macroeconomic Model.” Journal of Econometrics 13 (August 1980), 269–291.

    Google Scholar 

  • Feldstein, Martin S. and Clotfelter, C. “Tax Incentives and Charitable Contributions in the United States: A Microeconomic Analysis.” Journal of Public Economics 5 (1976), 1–26.

    Google Scholar 

  • Follain, James R. and Jimenez, Emmanuel. “Estimating the Demand for Housing Characteristics: A Survey and Critique.” Regional Science and Urban Economics 15 (1985a), 77–107.

    Google Scholar 

  • Follain, James R. and Jimenez, Emmanuel. “The Demand for Housing Characteristics in Developing Countries.” Urban Studies 22 (1985b), 421–432.

    Google Scholar 

  • Hausman, Jerry A. “Specification Tests in Econometrics.” Econometrica 46 (November 1978), 1251–1271.

    Google Scholar 

  • Hausman, Jerry A. “Specification and Estimation of Simultaneous Equation Models.” In Zvi Griliches and Michael D. Intriligator, eds., Handbook of Econometrics, Vol. 1. Amsterdam: North Holland, 1983, pp. 391–448.

    Google Scholar 

  • Hausman, Jerry A. “Comment on Ruud's Tests of Specification in Econometrics'.” Econometric Reviews 3 (1984), 253–255.

    Google Scholar 

  • Holly, Alberto. “A Remark on Hausman's Specification Test.” Econometrica 50 (1982), 749–760.

    Google Scholar 

  • Horowitz, Joel L. “Identification and Stochastic Specification in Rosen's Hedonic Price Model.” Journal of Urban Economics 22 (1987), 165–173.

    Google Scholar 

  • Internal Revenue Service. “Statistics of Income—1975: Individual Income Tax Returns.” Washington, D.C., 1977.

  • Lee, Lung-Fei. “Comment on Ruud's ‘Tests of Specification in Econometrics’.” Econometric Reviews 3 (1984), 257–259.

    Google Scholar 

  • Lo, Andrew W. “Logit Versus Discriminant Analysis: A Specification Test and Application to Corporate Bankruptcies.” Journal of Econometrics 31 (1986), 151–178.

    Google Scholar 

  • McConnell, K. E. and Phipps, T. T. “Identification of Preference Parameters in Hedonic Models: Consumer Demands with Nonlinear Budgets.” Journal of Urban Economics 22 (1987), 35–52.

    Google Scholar 

  • Mendelsohn, Robert. “Estimating the Structural Equations of Implicit Markets and Household Production Functions.” The Review of Economics and Statistics 66 (November 1984), 673–677.

    Google Scholar 

  • Murray, Michael P. “Mythical Demands and Mythical Supplies for Proper Estimation of Rosen's Hedonic Price Model.” Journal of Urban Economics 14 (November 1983), 327–337.

    Google Scholar 

  • Ohsfeldt, Robert L. and Smith, Barton A. “Estimating the Demand for Heterogeneous Goods.” The Review of Economics and Statistics 67 (February 1985), 165–171.

    Google Scholar 

  • Ohsfeldt, Robert L. and Smith, Barton A. “Calculating Elasticities from Structural Parameters in Implicit Markets.” Journal of Urban Economics 27 (1990), 212–221.

    Google Scholar 

  • Ondrich, Jan I. “The Consistent Estimation of Hedonic Systems.” Working Paper presented at Winter Meetings of the American Real Estate and Urban Economic Association, December 1987.

  • Pagan, Adrian. “Econometric Issues in the Analysis of Regressions with Generated Regressors.” International Economic Review 25 (February 1984), 221–247.

    Google Scholar 

  • Palmquist, Raymond B. “Estimating the Demand for the Characteristics of Housing.” The Review of Economics and Statistics 66 (August 1984), 394–404.

    Google Scholar 

  • Rosen, Harvey S. “Housing Decisions and the U.S. Income Tax: An Econometric Analysis.” Journal of Public Economics 11 (1979), 1–23.

    Google Scholar 

  • Rosen, Sherwin. “Hedonic Prices and Implicit Markets.” Journal of Political Economy 82 (February 1974), 35–55.

    Google Scholar 

  • Ruud, Paul A. “Tests of Specification in Econometrics.” Econometric Reviews 3 (1984a), 211–242.

    Google Scholar 

  • Ruud, Paul A. “Reply to Comments on Tests of Specification in Econometrics'.” Econometric Reviews 3 (1984b), 269–276.

    Google Scholar 

  • Sasaki, Komei. “On a Possible Bias in Estimates of Hedonic Price Functions.” Journal of Urban Economics 25 (1989), 138–142.

    Google Scholar 

  • U.S. Bureau of Labor Statistics. “Autumn 1975 Urban Family Budgets and Comparative Indexes for Selected Urban Areas.” Washington, D.C., 1975.

  • White, Halbert. “Comment on Ruud's Tests of Specification in Econometrics.” Econometric Reviews 3 (1984), 261–267.

    Google Scholar 

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Burgess, J.F., Harmon, O.R. Specification tests in hedonic models. J Real Estate Finan Econ 4, 375–393 (1991). https://doi.org/10.1007/BF00219505

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