| An Analysis of the Relationship between
Price and Variance for Homogeneous Housing Stock Author: Charles J. Delaney and Allen J. Seward
Start Page: 99
End Page: 112
Volume: 6
Issue Number: 1
Year: 1991
Publication: Journal of Real Estate Research
Abstract: This study examines
the structure of price variance for homogeneous residential housing stock, where
homogeneous is defined as economically equivalent, not necessarily physically identical.
Assessed values, obtained from ad valorem tax rolls, are used as the basis for identifying
properties considered to be economically equivalent. From these data an investigation of
the distribution of sale price and variance for housing in selected value ranges is
conducted. Subsequently, ANOVA is performed to determine the composition of variance
through time and across cities within one metropolitan housing market. In line with
conventional wisdom, we find that variance increases with price over the entire data set.
The increase, however, is not constant nor does it exhibit a simple proportional
relationship to price. Variance increases at an increasing rate in the lower to mid-price
ranges and continues to increase but at a decreasing rate in the upper price ranges. From
this it was determined that the functional relationship between price and variance is best
approximated by a quadratic function in the lower to mid-price ranges and a cubic function
when higher price properties are included. ANOVA results indicate that variance is
significantly different through time and across location. The interactive term was also
significant. The findings of this study would appear to have implications for fee
appraisers, assessors, investors, and mortgage lenders.
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