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A Connection between Paired Data Analysis and Regression Analysis for Estimating Sales Adjustments

The two methods most often recommended for obtaining market-derived adjustments utilized in the sales comparison approach to appraisal are Paired Data Analysis and Multiple Regression Analysis. These approaches are viewed as competing alternatives, with advocates and detractors for each. The main purpose of this paper is to demonstrate that these two alternatives to estimating sales adjustments are equivalent under certain circumstances. This point of equivalence may prove to be a useful starting place for improving our understanding of the differences between and similarities of the two methods. After explaining the data requirements of each method, we provide a set of sufficient conditions under which the two methods produce identical adjustment estimates. We finish with a discussion ofrelative advantages and disadvantages of these two methods in estimating sale comparison adjustments.

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Article provided by American Real Estate Society in its journal Journal of Real Estate Research.

Volume (Year): 10 (1995)
Issue (Month): 2 ()
Pages: 175-184

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Handle: RePEc:jre:issued:v:10:n:2:1995:p:175-184
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
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Order Information: Postal: Diane Quarles American Real Estate Society Manager of Member Services Clemson University Box 341323 Clemson, SC 29634-1323
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  1. Joseph B. Lipscomb & J. Brian Gray, 1990. "An Empirical Investigation of Four Market-Derived Adjustment Methods," Journal of Real Estate Research, American Real Estate Society, vol. 5(1), pages 53-66.
  2. Otis W. Gilley & R. Kelley Pace, 1990. "A Hybrid Cost and Market-Based Estimator for Appraisal," Journal of Real Estate Research, American Real Estate Society, vol. 5(1), pages 75-88.
  3. Rosen, Sherwin, 1974. "Hedonic Prices and Implicit Markets: Product Differentiation in Pure Competition," Journal of Political Economy, University of Chicago Press, vol. 82(1), pages 34-55, Jan.-Feb..
  4. Peter F. Colwell & Roger E. Cannaday & Chunchi Wu, 1983. "The Analytical Foundations of Adjustment Grid Methods," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 11(1), pages 11-29.
  5. Kerry D. Vandell, 1979. "Alternative Estimation Methods for Reduced form Price Equations under Conditions of Multicollinearity: A Comment," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 7(3), pages 427-436.
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