Bayesian Model Averaging In The Context Of Spatial Hedonic Pricing: An Application To Farmland Values
AbstractSince 1973, British Columbia created an Agricultural Land Reserve to protect farmland from development. In this study, we employ GIS-based hedonic pricing models of farmland values to examine factors that affect farmland prices. We take spatial lag and error dependence into explicit account. However, the use of spatial econometric techniques in hedonic pricing models is problematic because there is uncertainty with respect to the choice of the explanatory variables and the spatial weighting matrix. Bayesian model averaging techniques in combination with Markov Chain Monte Carlo Model Composition are used to allow for both types of model uncertainty.
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Bibliographic InfoArticle provided by Wiley Blackwell in its journal Journal of Regional Science.
Volume (Year): 51 (2011)
Issue (Month): 3 (08)
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Web page: http://www.blackwellpublishing.com/journal.asp?ref=0022-4146
Other versions of this item:
- Geerte Cotteleer & Tracy Stobbe & G. Cornelis van Kooten, 2007. "Bayesian Model Averaging in the Context of Spatial Hedonic Pricing: An Application to Farmland Values," Working Papers 2007-07, University of Victoria, Department of Economics, Resource Economics and Policy Analysis Research Group.
- R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
- R15 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Econometric and Input-Output Models; Other Methods
- C50 - Mathematical and Quantitative Methods - - Econometric Modeling - - - General
- R14 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Land Use Patterns
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Colwell, Peter F & Munneke, Henry J, 1999. "Land Prices and Land Assembly in the CBD," The Journal of Real Estate Finance and Economics, Springer, vol. 18(2), pages 163-80, March.
- 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..
- James Lesage & Manfred Fischer, 2008. "Spatial Growth Regressions: Model Specification, Estimation and Interpretation," Spatial Economic Analysis, Taylor & Francis Journals, vol. 3(3), pages 275-304.
- Carmen Fernandez & Eduardo Ley & Mark F.J. Steel, 1998.
"Benchmark Priors for Bayesian Model Averaging,"
9804001, EconWPA, revised 31 Jul 1999.
- 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.
- Olivier Parent & James P. Lesage, 2007. "Bayesian Model Averaging for Spatial Econometric Models ," University of Cincinnati, Economics Working Papers Series 2007-02, University of Cincinnati, Department of Economics.
- Jean CavailhËs & Pierre Wavresky, 2003. "Urban influences on periurban farmland prices," European Review of Agricultural Economics, Foundation for the European Review of Agricultural Economics, vol. 30(3), pages 333-357, September.
- Colwell, Peter F. & Munneke, Henry J., 1997. "The Structure of Urban Land Prices," Journal of Urban Economics, Elsevier, vol. 41(3), pages 321-336, May.
- Geerte Cotteleer & Tracy Stobbe & G. Cornelis van Kooten, 2008.
"Expert Opinion versus Transaction Evidence: Using the Reilly Index to Measure Open Space premiums in the Urban-Rural Fringe,"
2008-06, University of Victoria, Department of Economics, Resource Economics and Policy Analysis Research Group.
- Cotteleer, Geerte & Stobbe, Tracy & van Kooten, G. Cornelis, 2008. "Expert Opinion Versus Transaction Evidence: Using The Reilly Index To Measure Open Space Premiums In The Urban-Rural Fringe," 107th Seminar, January 30-February 1, 2008, Sevilla, Spain 6705, European Association of Agricultural Economists.
- Seya, Hajime & Yamagata, Yoshiki & Tsutsumi, Morito, 2013. "Automatic selection of a spatial weight matrix in spatial econometrics: Application to a spatial hedonic approach," Regional Science and Urban Economics, Elsevier, vol. 43(3), pages 429-444.
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