Spatial Dependence in Hedonic Property Models: Do Different Corrections For Spatial Dependence Result in Economically Significant Differences in Estimated Implicit Prices?
AbstractWhile data used in hedonic property models are inherently spatial in nature, to date the majority of past regression analyses have used OLS models that overlook possible spatial dependence in the data when estimating implicit prices for environmental hazards. This paper explicitly addresses spatial dependence in a hedonic property model. We use robust testing procedures to determine the existence and type of spatial dependence in our OLS model. After identifying the nature of the spatial dependence, OLS estimates of the implicit price of wildfire risk are compared to implicit prices obtained using a spatial error model with three different spatial weighting matrices. Spatially corrected estimates of implicit prices are often found to be nearly the same as those obtained using OLS. Our results indicate that the inefficiency of OLS in the presence of spatially correlated errors may not always be economically significant, suggesting nonspatial hedonic property models may provide results useful for policy analysis, and spatial and nonspatial hedonic property models may provide results useful for policy analysis, and spatial and nonspatial hedonic property models might be pooled in meta-analysis.
Download InfoIf you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
Bibliographic InfoArticle provided by Western Agricultural Economics Association in its journal Journal of Agricultural and Resource Economics.
Volume (Year): 33 (2008)
Issue (Month): 2 (August)
Forest fires; Hedonic property models; Spatial econometrics; Resource /Energy Economics and Policy;
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.:
- David Brasington & D. Hite, .
"Demand for Environmental Quality: A Spatial Hedonic Analysis,"
Departmental Working Papers
2003-02, Department of Economics, Louisiana State University.
- 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.
- Hunt, Len M. & Boxall, Peter & Englin, Jeffrey & Haider, Wolfgang, 2005. "Remote tourism and forest management: a spatial hedonic analysis," Ecological Economics, Elsevier, vol. 53(1), pages 101-113, April.
- David M. Brasington & Diane Hite, . "Demand for Environmental Quality: A Spatial Hedonic Approach," Departmental Working Papers 2005-08, Department of Economics, Louisiana State University.
- Cropper, Maureen L & Deck, Leland B & McConnell, Kenneth E, 1988. "On the Choice of Functional Form for Hedonic Price Functions," The Review of Economics and Statistics, MIT Press, vol. 70(4), pages 668-75, November.
- 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.
- Garth Holloway & Donald Lacombe & James P. LeSage, 2007.
"Spatial Econometric Issues for Bio-Economic and Land-Use Modelling,"
Journal of Agricultural Economics,
Wiley Blackwell, vol. 58(3), pages 549-588, 09.
- Holloway, Garth J. & Lacombe, Donald J. & LeSage, James P., 2006. "Spatial Econometric Issues for Bio-Economic and Land-Use Modeling," 2006 Annual Meeting, August 12-18, 2006, Queensland, Australia 25525, International Association of Agricultural Economists.
- Anselin, Luc & Bera, Anil K. & Florax, Raymond & Yoon, Mann J., 1996. "Simple diagnostic tests for spatial dependence," Regional Science and Urban Economics, Elsevier, vol. 26(1), pages 77-104, February.
- Subhrendu K. Pattanayak & David T. Butry, 2005. "Spatial Complementarity of Forests and Farms: Accounting for Ecosystem Services," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 87(4), pages 995-1008.
- Kurt J. Beron & James C. Murdoch & Mark A. Thayer & Wim P. M. Vijverberg, 1997. "An Analysis of the Housing Market before and after the 1989 Loma Prieta Earthquake," Land Economics, University of Wisconsin Press, vol. 73(1), pages 101-113.
- Bell, Kathleen P. & Dalton, Timothy J., 2006.
"Spatial Economic Analysis in Data-Rich Environments,"
2006 Annual Meeting, August 12-18, 2006, Queensland, Australia
25241, International Association of Agricultural Economists.
- Kathleen P. Bell & Timothy J. Dalton, 2007. "Spatial Economic Analysis in Data-Rich Environments," Journal of Agricultural Economics, Wiley Blackwell, vol. 58(3), pages 487-501, 09.
- 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.
- Shyam Adhikari & Eric J. Belasco & Thomas O. Knight, 2010. "Spatial producer heterogeneity in crop insurance product decisions within major corn producing states," Agricultural Finance Review, Emerald Group Publishing, vol. 70(1), pages 66-78, May.
- Pandit, Ram & Polyakov, Maksym & Sadler, Rohan, 2012. "The importance of tree cover and neighbourhood parks in determining urban property values," 2012 Conference (56th), February 7-10, 2012, Freemantle, Australia 124357, Australian Agricultural and Resource Economics Society.
- Monique DANTAS (GREThA UMR CNRS 5113) & Frédéric GASCHET (GREThA UMR CNRS 5113) & Guillaume POUYANNE (GREThA UMR CNRS 5113), 2010. "Regulatory zoning and coastal housing prices: a bayesian hedonic approach (In French)," Cahiers du GREThA 2010-12, Groupe de Recherche en Economie Théorique et Appliquée.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (AgEcon Search).
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If references are entirely missing, you can add them using this form.
If the full references list an item that is present in RePEc, but the system did not link to it, you can help with this form.
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your profile, as there may be some citations waiting for confirmation.
Please note that corrections may take a couple of weeks to filter through the various RePEc services.