Measuring the Value of a Moscow Apartment A Spatial Approach to the Hedonic Pricing of Attributes
In this paper we explore spatial effects in a hedonic price function framework for a large sample of apartments in Moscow. We find strong evidence of both spatial lag and spatial autocorrelation. Our results are robust across both the spatial model specifications and the choice of the spatial weight matrices. The fact that the quality attributes’ shadow prices we estimate are not much different from the OLS (ML) estimates suggests that spatial effects are orthogonal to the quality characteristics. One interesting finding is that an increase in the kitchen area contributes much more significantly to the apartment’s price compared a marginal increase in the living area, which is reflecting the traditional role kitchen has been playing in the Russian households as a dining and communication area. House type, time needed to walk to the nearest subway station and subway time to the city center are other important apartment attributes. Methodologically, we believe our study is demonstrating the need to develop spatial econometric techniques for application in the environment where both types of spatial effects are simultaneously present.
|Date of creation:||25 Oct 2008|
|Contact details of provider:|| Postal: Avenue Louise, 1050 Brussels|
Phone: +32 2271 9482
Fax: +32 2271 9480
Web page: http://www.eeri.eu/index.htm
More information through EDIRC
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.:
- Jeffrey P. Cohen & Cletus C. Coughlin, 2008.
"Spatial Hedonic Models Of Airport Noise, Proximity, And Housing Prices,"
Journal of Regional Science,
Wiley Blackwell, vol. 48(5), pages 859-878.
- 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.
- Halvorsen, Robert & Pollakowski, Henry O., 1981. "Choice of functional form for hedonic price equations," Journal of Urban Economics, Elsevier, vol. 10(1), pages 37-49, July.
- 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.
- Kim, Chong Won & Phipps, Tim T. & Anselin, Luc, 1998. "Measuring The Benefits Of Air Quality Improvement: A Spatial Hedonic Approach," 1998 Annual meeting, August 2-5, Salt Lake City, UT 20959, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
When requesting a correction, please mention this item's handle: RePEc:eei:rpaper:eeri_rp_2008_16. See general information about how to correct material in RePEc.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Julia van Hove)
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.