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Estimation of Regression Coefficients in the Presence of Spatially Autocorrelated Error Terms

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Author Info
Dubin, Robin A
Abstract

Spatial autocorrelation occurs when population members are related through their geographic location. This paper presents a maximum likelihood procedure for simultaneously estimating the parameters of the correlation function and the regression coefficients. A test for the presence of spatial autocorrelation is also provided. Estimation of an hedonic regression illustrates the technique. Copyright 1988 by MIT Press.

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Publisher Info
Article provided by MIT Press in its journal Review of Economics & Statistics.

Volume (Year): 70 (1988)
Issue (Month): 3 (August)
Pages: 466-74
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Handle: RePEc:tpr:restat:v:70:y:1988:i:3:p:466-74

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  1. Jeffrey P. Cohen & Cletus C. Coughlin, 2006. "Spatial hedonic models of airport noise, proximity, and housing prices," Working Papers 2006-026, Federal Reserve Bank of St. Louis. [Downloadable!]
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  3. Cem Ertur & Thiaw Kalidou, 2005. "Growth and Spatial Dependence - The Mankiw, Romer and Weil model revisited," ERSA conference papers ersa05p660, European Regional Science Association. [Downloadable!]
  4. Harry H. Kelejian & Ingmar R. Prucha, 1999. "On the Asymptotic Distribution of the Moran I Test Statistic with Applications," Electronic Working Papers 99-002, University of Maryland, Department of Economics. [Downloadable!]
  5. Harry H. Kelejian & Ingmar R. Prucha, 1997. "Estimation of Spatial Regression Models with Autoregressive Errors by Two Stage Least Squares Procedures: A Serious Problem," Electronic Working Papers 97-001, University of Maryland, Department of Economics. [Downloadable!]
  6. Lori L. Taylor, 1993. "Allocative inefficiency and local government: evidence rejecting the Tiebout hypothesis," Research Paper 9319, Federal Reserve Bank of Dallas. [Downloadable!]
  7. Cletus C. Coughlin & Thomas A. Garrett & Rubén Hernández-Murillo, 2004. "Spatial probit and the geographic patterns of state lotteries," Working Papers 2003-042, Federal Reserve Bank of St. Louis. [Downloadable!]
  8. Steven Bourassa & Eva Cantoni & Martin Hoesli, 2007. "Spatial Dependence, Housing Submarkets, and House Price Prediction," The Journal of Real Estate Finance and Economics, Springer, vol. 35(2), pages 143-160, August. [Downloadable!] (restricted)
  9. Sharada Vadali, 2008. "Toll roads and economic development: exploring effects on property values," The Annals of Regional Science, Springer, vol. 42(3), pages 591-620, September. [Downloadable!] (restricted)
  10. Stephenson, Kurt & Speir, Cameron & Shabman, Leonard & Bosch, Darrell, 2001. "The Influence Of Residential Development Patterns On Local Government Costs And Revenues," Report Papers 14833, Virginia Tech, Rural Economic Analysis Program (REAP). [Downloadable!]
  11. Ida Ferrara & Stephen McComb & Paul Missios, 2007. "Local Willingness-to-Pay Estimates for the Remediation of the Sydney Tar Ponds in Nova Scotia," Canadian Public Policy, University of Toronto Press, vol. 33(4), pages 441-458, December. [Downloadable!] (restricted)
  12. François Des Rosiers & Marius Thériault & Yan Kestens & Paul Villeneuve, 2002. "Landscaping and House Values: An Empirical Investigation," Journal of Real Estate Research, American Real Estate Society, vol. 23(1/2), pages 139-162. [Downloadable!]
  13. Hua Sun & Yong Tu & Shi-Ming Yu, 2005. "A Spatio-Temporal Autoregressive Model for Multi-Unit Residential Market Analysis," The Journal of Real Estate Finance and Economics, Springer, vol. 31(2), pages 155-187, September. [Downloadable!] (restricted)
  14. Kenneth A. Small & Seiji Steimetz, 2006. "Spatial Hedonics and the Willingness to Pay for Residential Amenities," Working Papers 050631, University of California-Irvine, Department of Economics, revised Feb 2007. [Downloadable!]
  15. Richards, Timothy J. & Acharya, Ram N. & Kagan, Albert, 2007. "Spatial Competition and Market Power in Banking," 2007 1st Forum, February 15-17, 2007, Innsbruck, Austria 6566, International European Forum on Innovation and System Dynamics in Food Networks. [Downloadable!]
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