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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.

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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File URL: http://purl.umn.edu/6306
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Bibliographic 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
Date of revision:
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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References

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  1. 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..
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  7. 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.
  8. Kalaba, R. & Tesfatsion, L., 1988. "An Organizing Principle For Dynamic Estimation," Papers m8818, Southern California - Department of Economics.
  9. Tesfatsion, L. & Veitch, J., 1988. "U.S. Money Demand Instability: A Flexible Least Squares Approach," Papers m8809, Southern California - Department of Economics.
  10. Clapp, John M & Rodriguez, Mauricio, 1999. "Erratum: Spatiotemporal Autoregressive Models of Neighborhood Effects," The Journal of Real Estate Finance and Economics, Springer, vol. 19(1), pages 85, July.
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  18. 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.
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  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.
  21. Tucci, Marco P., 1990. "A note on flexible least squares," Journal of Economic Dynamics and Control, Elsevier, vol. 14(1), pages 175-182, February.
  22. 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.
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  24. 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.
  25. 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.
  26. Poray, Michael C. & Foster, Kenneth A. & Dorfman, Jeffrey 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).
  27. 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.
  28. 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.
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Cited by:
  1. Hubbs, Todd & Kuethe, Todd H. & Baker, Timothy G., 2009. "Evaluating the Dynamic Nature of Market Risk," 2009 Conference, April 20-21, 2009, St. Louis, Missouri 53037, NCCC-134 Conference on Applied Commodity Price Analysis, Forecasting, and Market Risk Management.

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