Hedonic price model for Warsaw housing market
A hedonic price model has been constructed for Warsaw housing market using 2006 asking price data. Model parameters reveal a substantial influence of proximity to the metro station on flat prices. If there is a metro station within 1 km distance to a flat its price increases by 15% according to the estimated basic hedonic model. Also green areas have a positive impact on flat prices while industrial areas affect negatively flat prices. To account for spatial autocorrelation two types of spatial hedonic model were constructed: spatial autoregression model and spatial error model. Both proved that there is a significant spatial autocorrelation present in the basic hedonic model.
|Date of creation:||30 Dec 2009|
|Date of revision:|
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- 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.
- Ivar Ekeland & James Heckman & Lars Nesheim, 2002.
"Identifying hedonic models,"
CeMMAP working papers
CWP06/02, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- McMillen, Daniel P & Thorsnes, Paul, 2003. "The Aroma of Tacoma: Time-Varying Average Derivatives and the Effect of a Superfund Site on House Prices," Journal of Business & Economic Statistics, American Statistical Association, vol. 21(2), pages 237-46, April.
- Brookshire, David S, et al, 1982. "Valuing Public Goods: A Comparison of Survey and Hedonic Approaches," American Economic Review, American Economic Association, vol. 72(1), pages 165-77, March.
- Acharya, Gayatri & Bennett, Lynne Lewis, 2001. "Valuing Open Space and Land-Use Patterns in Urban Watersheds," The Journal of Real Estate Finance and Economics, Springer, vol. 22(2-3), pages 221-37, March-May.
- McMillen, Daniel P., 2004. "Airport expansions and property values: the case of Chicago O'Hare Airport," Journal of Urban Economics, Elsevier, vol. 55(3), pages 627-640, May.
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