"An evaluation of MRA, comparable sales analysis, and artificial neural" by William McCluskey and Richard A. Borst

Assessment Journal

Article Title

An evaluation of MRA, comparable sales analysis, and artificial neural networks (ANNs) for the mass appraisal of residential properties in Northern Ireland

Authors

William McCluskey
Richard A. Borst

Keywords

MRA in assessment, Neural networks (Computer science), Valuation of housing, Market approach to value

Abstract

This article finds models based on multiple regression analysis, comparable sales analysis, and artificial neural networks are consistent in terms of predictive ability, but different in ease of use and explainability.

Recommended Citation

McCluskey, William and Borst, Richard A. (1997) "An evaluation of MRA, comparable sales analysis, and artificial neural networks (ANNs) for the mass appraisal of residential properties in Northern Ireland," Assessment Journal: Vol. 4: No. 1, Article 5.
Available at: https://researchexchange.iaao.org/assessment_journal/vol4/iss1/5

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