Econometric Identification of the Impact of Real Estate Characteristics Based on Predictive and Studentized Residuals
Open Access
- 1 March 2017
- journal article
- Published by Walter de Gruyter GmbH in Real Estate Management and Valuation
- Vol. 25 (1), 84-92
- https://doi.org/10.1515/remav-2017-0005
Abstract
The paper proposes a means of determining the impact of real estate characteristics based on the residuals of an accordingly specified econometric model. The econometric model contains explanatory variables whose values are easily measurable. Then, the hypothesis that the residuals of the econometric model encompass the impact of specific factors indicating that the real estate is atypical is verified, thus supporting real estate market analysis. The work describes various types of residuals (predictive and studentized residuals).Keywords
This publication has 6 references indexed in Scilit:
- Use of Statistical Models for Simulating Transactions on the Real Estate MarketReal Estate Management and Valuation, 2015
- Anticipated vs. unanticipated house price movements and transaction volumeJournal of Housing Economics, 2015
- Spatio-Temporal Analysis of the Real Estate Market Using Geographic Information SystemsReal Estate Management and Valuation, 2013
- The house price determination process: Rational expectations with a spatial contextJournal of Housing Economics, 2011
- Modeling Home Prices Using Realtor DataJournal of Statistics Education, 2008
- A prediction comparison of housing sales prices by parametric versus semi-parametric regressionsJournal of Housing Economics, 2004