We analyze the impacts of alternative submarket definitions when predicting house prices in a mass appraisal context, using both ordinary least squares (OLS) and geostatistical techniques. For this purpose, we use over 13,000 housing transactions for Louisville, Kentucky. We use districts...

Purpose ‒ The aim of this paper is to demonstrate the application of robust techniques to the estimation of hedonic house price indexes.Design/methodology/approach ‒ We use simulation analysis to compare an index estimated using ordinary least squares (OLS) with several indexes estimated...

The measurement of house price movements is a vital topic from both academic and practical perspectives and hence has been the focus of much research. There is almost unanimous consensus in the literature that house price indexes should control for the quality of properties; the most widely used...