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A spatial Hausman test

Author

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  • Kelley Pace, R.
  • LeSage, James P.

Abstract

Often, authors report materially different OLS and spatial error model estimates. However, under the null of correct specification, these estimates should be similar. We propose a spatial Hausman test and conduct a Monte Carlo experiment to examine its performance.

Suggested Citation

  • Kelley Pace, R. & LeSage, James P., 2008. "A spatial Hausman test," Economics Letters, Elsevier, vol. 101(3), pages 282-284, December.
  • Handle: RePEc:eee:ecolet:v:101:y:2008:i:3:p:282-284
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    References listed on IDEAS

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    1. Dubin, Robin A, 1988. "Estimation of Regression Coefficients in the Presence of Spatially Autocorrelated Error Terms," The Review of Economics and Statistics, MIT Press, vol. 70(3), pages 466-474, August.
    2. Davidson, Russell & MacKinnon, James G., 1993. "Estimation and Inference in Econometrics," OUP Catalogue, Oxford University Press, number 9780195060119.
    3. Jeffrey P. Cohen & Cletus C. Coughlin, 2008. "Spatial Hedonic Models Of Airport Noise, Proximity, And Housing Prices," Journal of Regional Science, Wiley Blackwell, vol. 48(5), pages 859-878.
    4. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Publishing House "SINERGIA PRESS", vol. 38(2), pages 112-134.
    5. Lung-Fei Lee, 2004. "Asymptotic Distributions of Quasi-Maximum Likelihood Estimators for Spatial Autoregressive Models," Econometrica, Econometric Society, vol. 72(6), pages 1899-1925, November.
    6. LeSage, James P. & Kelley Pace, R., 2007. "A matrix exponential spatial specification," Journal of Econometrics, Elsevier, vol. 140(1), pages 190-214, September.
    7. David M. Brasington, 2007. "Private Schools and the Willingness to Pay for Public Schooling," Education Finance and Policy, MIT Press, vol. 2(2), pages 152-174, February.
    8. Ming-Long Lee & R. Kelley Pace, 2005. "Spatial Distribution of Retail Sales," The Journal of Real Estate Finance and Economics, Springer, vol. 31(1), pages 53-69, August.
    9. Marcel A. J. Theebe, 2004. "Planes, Trains, and Automobiles: The Impact of Traffic Noise on House Prices," The Journal of Real Estate Finance and Economics, Springer, vol. 28(2_3), pages 209-234, March.
    10. Helen R. Neill & David M. Hassenzahl & Djeto D. Assane, 2007. "Estimating the Effect of Air Quality: Spatial versus Traditional Hedonic Price Models," Southern Economic Journal, Southern Economic Association, vol. 73(4), pages 1088-1111, April.
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    Cited by:

    1. Dustin T. Duncan & Jared Aldstadt & John Whalen & Kellee White & Marcia C. Castro & David R. Williams, 2012. "Space, race, and poverty: Spatial inequalities in walkable neighborhood amenities?," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 26(17), pages 409-448, May.
    2. R. Pace & Shuang Zhu, 2012. "Separable spatial modeling of spillovers and disturbances," Journal of Geographical Systems, Springer, vol. 14(1), pages 75-90, January.
    3. Linda Gerkman, 2012. "Empirical spatial econometric modelling of small scale neighbourhood," Journal of Geographical Systems, Springer, vol. 14(3), pages 283-298, July.
    4. Cox, Michael & Ross, Justin M., 2011. "Robustness and vulnerability of community irrigation systems: The case of the Taos valley acequias," Journal of Environmental Economics and Management, Elsevier, vol. 61(3), pages 254-266, May.
    5. Justin Ross & Michael Farmer & Clifford Lipscomb, 2011. "Inconsistency in Welfare Inferences from Distance Variables in Hedonic Regressions," The Journal of Real Estate Finance and Economics, Springer, vol. 43(3), pages 385-400, October.

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