The Use of Statistical Methods for Determining Attribute Weights and the Influence of Attributes on Property Value

Determining the impact of individual attributes on the value or price of real estate in business practice poses many problems. One of the solutions to this problem is the use of statistical methods. The article proposes correlation coefficients (and their partial modifications) that can be used to d...

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Bibliographic Details
Main Authors: Gdakowicz Anna, Putek-Szeląg Ewa
Format: Article
Language:English
Published: Sciendo 2020-12-01
Series:Real Estate Management and Valuation
Subjects:
c40
c89
r33
Online Access:https://doi.org/10.1515/remav-2020-0030
Description
Summary:Determining the impact of individual attributes on the value or price of real estate in business practice poses many problems. One of the solutions to this problem is the use of statistical methods. The article proposes correlation coefficients (and their partial modifications) that can be used to determine the impact of selected features on the value of real estate. In addition, several procedures were taken into account for the factors in further calculations, using different methods for determining weights. Empirical verification of the proposed solutions was based on the mass valuation of land properties. The obtained results were compared with valuations developed by property appraisers and valuation errors were calculated. Based on valuation errors, the proposed methods of calculation procedures were ranged, indicating those which provide results closest to the individual valuations carried out by property appraisers.
ISSN:2300-5289