A Hierarchical Bayesian Approach for Residential Property Valuation:Application to Hong Kong Housing Market
We have developed a statistical method for the valuation of residential properties using a hierarchical Bayesian approach, which takes into consideration the unique structure of the Hong Kong property market. Our model is calibrated on a dataset that covers all residential real estate transactions in ten major Hong Kong residential complexes from February 2008 to February 2009. Although parsimonious, our model outperforms other valuation methods that are based on average price-per-square-feet or expert assessments. By providing our model-based valuations online without charge, we hope to improve transparency in the Hong Kong housing market, thus enabling consumers to make better investment decisions.
Volume (Year): 13 (2010)
Issue (Month): 1 ()
|Contact details of provider:|| Postal: |
Web page: http://www.asres.org/
|Order Information:|| Postal: Asian Real Estate Society, 51 Monroe Street, Plaza E-6, Rockville, MD 20850, USA|
Web: http://www.asres.org/ Email:
References listed on IDEAS
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.:
- Tsong-Yue Lai & Ko Wang, 1996. "Comparing the Accuracy of the Minimum-Variance Grid Method to Multiple Regression in Appraised Value Estimates," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 24(4), pages 531-549.
- George H. Lentz & Ko Wang, 1998. "Residential Appraisal and the Lending Process: A Survey of Issues," Journal of Real Estate Research, American Real Estate Society, vol. 15(1), pages 11-40.
- Eric Clapham & Peter Englund & John M. Quigley & Christian L. Redfearn, 2006.
"Revisiting the Past and Settling the Score: Index Revision for House Price Derivatives,"
Real Estate Economics,
American Real Estate and Urban Economics Association, vol. 34(2), pages 275-302, 06.
- Clapham, Eric & Englund, Peter & Quigley, John M. & Redfearn, Christian L., 2007. "Revisiting the Past and Settling the Score: Index Revision for House Price Derivatives," Berkeley Program on Housing and Urban Policy, Working Paper Series qt1m2340dt, Berkeley Program on Housing and Urban Policy.
- Helen X.H. Bao & Alan T.K. Wan, 2004. "On the Use of Spline Smoothing in Estimating Hedonic Housing Price Models: Empirical Evidence Using Hong Kong Data," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 32(3), pages 487-507, 09.
- Tsong-Yue Lai & Kerry Vandell & Ko Wang & Gerd Welke, 2008. "Estimating Property Values by Replication: An Alternative to the Traditional Grid and Regression Methods," Journal of Real Estate Research, American Real Estate Society, vol. 30(4), pages 441-460.
- 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.
When requesting a correction, please mention this item's handle: RePEc:ire:issued:v:13:n:01:2010:p:1-29. 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: (IRER Secretary Office/Webmaster)
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.