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A Spatial Hedonic Model with Time-Varying Parameters: A New Method Using Flexible Least Squares

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Author Info
Kuethe, Todd H.
Foster, Kenneth A.
Florax, Raymond J.G.M.

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Abstract

The following paper outlines a new econometric model designed to capture both the temporal and spatial dynamics of housing prices. The paper combines existing spatial econometric techniques with a model that allows parameters to evolve over time. In addition, we provide an empirical application to the price effects of confined animal feeding operations to a data set of residential real estate in Tippecanoe County, Indiana from 1993 through 2006.

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Publisher Info
Paper provided by American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association) in its series 2008 Annual Meeting, July 27-29, 2008, Orlando, Florida with number 6306.

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Date of creation: 2008
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Handle: RePEc:ags:aaea08:6306

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Related research
Keywords: Demand and Price Analysis; Land Economics/Use; Livestock Production/Industries; Research Methods/ Statistical Methods;

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  1. Espey, Molly & Fakhruddin, Fahmida & Gering, Lawrence R. & Lin, Huiyan, 2007. "Living on the Edge: Residential Property Values in the Urban-Rural Interface," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 39(03), December. [Downloadable!]
  2. Halvorsen, Robert & Palmquist, Raymond, 1980. "The Interpretation of Dummy Variables in Semilogarithmic Equations," American Economic Review, American Economic Association, vol. 70(3), pages 474-75, June. [Downloadable!] (restricted)
  3. Brasington, David M. & Hite, Diane, 2005. "Demand for environmental quality: a spatial hedonic analysis," Regional Science and Urban Economics, Elsevier, vol. 35(1), pages 57-82, January. [Downloadable!] (restricted)
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  4. Thomas G. Thibodeau, 2003. "Marking Single-Family Property Values to Market," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 31(1), pages 1-22, 03. [Downloadable!] (restricted)
  5. Won Kim, Chong & Phipps, Tim T. & Anselin, Luc, 2003. "Measuring the benefits of air quality improvement: a spatial hedonic approach," Journal of Environmental Economics and Management, Elsevier, vol. 45(1), pages 24-39, January. [Downloadable!] (restricted)
  6. Boxall, Peter C. & Chan, Wing H. & McMillan, Melville L., 2005. "The impact of oil and natural gas facilities on rural residential property values: a spatial hedonic analysis," Resource and Energy Economics, Elsevier, vol. 27(3), pages 248-269, October. [Downloadable!] (restricted)
  7. Kalaba, R. & Tesfatsion, Leigh S., 2004. "An Organizing Principle for Dynamic Estimation," Staff General Research Papers 11194, Iowa State University, Department of Economics.
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  8. Basu, Sabyasachi & Thibodeau, Thomas G, 1998. "Analysis of Spatial Autocorrelation in House Prices," The Journal of Real Estate Finance and Economics, Springer, vol. 17(1), pages 61-85, July. [Downloadable!] (restricted)
  9. Rosen, Sherwin, 1974. "Hedonic Prices and Implicit Markets: Product Differentiation in Pure Competition," Journal of Political Economy, University of Chicago Press, vol. 82(1), pages 34-55, Jan.-Feb.. [Downloadable!] (restricted)
  10. Tesfatsion, Leigh & Veitch, John M., 1990. "U.S. money demand instability A flexible least squares approach," Journal of Economic Dynamics and Control, Elsevier, vol. 14(1), pages 151-173, February. [Downloadable!] (restricted)
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  11. Dorfman, Jeffrey H. & Foster, Kenneth A., 1991. "Estimating Productivity Changes With Flexible Coeficients," Western Journal of Agricultural Economics, Western Agricultural Economics Association, vol. 16(02), December. [Downloadable!]
  12. Tucci, Marco P., 1990. "A note on flexible least squares," Journal of Economic Dynamics and Control, Elsevier, vol. 14(1), pages 175-182, February. [Downloadable!] (restricted)
  13. Kalaba, R. & Tesfatsion, Leigh S., 2004. "Flexible Least Squares for Approximately Linear Systems," Staff General Research Papers 11190, Iowa State University, Department of Economics.
  14. Baltagi, Badi H. & Heun Song, Seuck & Cheol Jung, Byoung & Koh, Won, 2007. "Testing for serial correlation, spatial autocorrelation and random effects using panel data," Journal of Econometrics, Elsevier, vol. 140(1), pages 5-51, September. [Downloadable!] (restricted)
  15. Kalaba, Robert & Tesfatsion, Leigh, 1988. "The flexible least squares approach to time-varying linear regression," Journal of Economic Dynamics and Control, Elsevier, vol. 12(1), pages 43-48, March. [Downloadable!] (restricted)
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  16. David Brasington & Donald R. Haurin, 2006. "Educational Outcomes and House Values: A Test of the value added Approach," Journal of Regional Science, Blackwell Publishing, vol. 46(2), pages 245-268. [Downloadable!] (restricted)
    Other versions:
  17. Anselin, Luc, 2002. "Under the hood : Issues in the specification and interpretation of spatial regression models," Agricultural Economics, Blackwell, vol. 27(3), pages 247-267, November. [Downloadable!] (restricted)
  18. 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!]
    Other versions:
  19. Darla K Munroe, 2007. "Exploring the determinants of spatial pattern in residential land markets: amenities and disamenities in Charlotte, NC, USA," Environment and Planning B: Planning and Design, Pion Ltd, London, vol. 34(2), pages 336-354, March. [Downloadable!] (restricted)
  20. Lutkepohl, Helmut & Herwartz, Helmut, 1996. "Specification of varying coefficient time series models via generalized flexible least squares," Journal of Econometrics, Elsevier, vol. 70(1), pages 261-290, January. [Downloadable!] (restricted)
  21. Poray, Michael C. & Foster, Kenneth A. & Dorfman, Jeffery H., 2000. "Measuring An Almost Ideal Demand System With Generalized Flexible Least Squares," 2000 Annual meeting, July 30-August 2, Tampa, FL 21796, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association). [Downloadable!]
  22. Kelvin J. Lancaster, 1966. "A New Approach to Consumer Theory," Journal of Political Economy, University of Chicago Press, vol. 74, pages 132. [Downloadable!] (restricted)
  23. Swamy, P A V B, 1970. "Efficient Inference in a Random Coefficient Regression Model," Econometrica, Econometric Society, vol. 38(2), pages 311-23, March. [Downloadable!] (restricted)
  24. Kalaba, R. & Tesfatsion, Leigh S., 2004. "Sequential Nonlinear Estimation With Nonaugmented Priors," Staff General Research Papers 11197, Iowa State University, Department of Economics.
  25. Pace, R Kelley, et al, 1998. "Spatiotemporal Autoregressive Models of Neighborhood Effects," The Journal of Real Estate Finance and Economics, Springer, vol. 17(1), pages 15-33, July. [Downloadable!] (restricted)
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