Utility Theory and Rent Optimization: Utilizing Cluster Analysis to Segment Rental Markets
AbstractThe research reported here segments apartment residents and units into homogeneous groups. This segmentation is accomplished via cluster analysis. The purpose of the research is to identify market segments with higher marginal utility preferences for selected project or unit amenities; with the ultimate goal of rental rate optimization. The uniqueness of the research is twofold in that the "tenant response" based hedonic analysis is modeled via cluster analysis instead of the typical regressive framework. The usefulness of the research is based in the presentation of a methodology that should at least be considered as an adjunct technique to the typical regression analysis.
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Bibliographic InfoArticle provided by American Real Estate Society in its journal Journal of Real Estate Research.
Volume (Year): 4 (1989)
Issue (Month): 1 ()
Contact details of provider:
Postal: American Real Estate Society Clemson University School of Business & Behavioral Science Department of Finance 401 Sirrine Hall Clemson, SC 29634-1323
Web page: http://www.aresnet.org/
Postal: Diane Quarles American Real Estate Society Manager of Member Services Clemson University Box 341323 Clemson, SC 29634-1323
Find related papers by JEL classification:
- L85 - Industrial Organization - - Industry Studies: Services - - - Real Estate Services
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- Austin J. Jaffe & C. F. Sirmans, 1984. "The Theory and Evidence on Real Estate Financial Decisions: A Review of the Issues," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 12(3), pages 378-400.
- Abelson, Peter W., 1979. "Property prices and the value of amenities," Journal of Environmental Economics and Management, Elsevier, vol. 6(1), pages 11-28, March.
- Karl L. Guntermann & Stefan Norrbin, 1987. "Explaining the Variability of Apartment Rents," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 15(4), pages 321-340.
- G. Donald Jud & John D. Benjamin & G. Stacy Sirmans, 1996. "What Do We Know about Apartments and Their Markets?," Journal of Real Estate Research, American Real Estate Society, vol. 11(3), pages 243-258.
- William G. Hardin, III & Marvin L. Wolverton, 1996. "The Relationship between Foreclosure Status and Apartment Price," Journal of Real Estate Research, American Real Estate Society, vol. 12(1), pages 101-109.
- Zahra Saderion & Barton Smith & Charles A. Smith, 1994. "An Integrated Approach to the Evaluation of Commercial Real Estate," Journal of Real Estate Research, American Real Estate Society, vol. 9(2), pages 151-168.
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