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Spatial Dependency and Hedonic Housing Regression Model
2016 15th IEEE International Conference on Machine Learning and Applications (ICMLA), 2016The location of a real estate property has a considerable impact on its appraised value. Accounting for geograph-ical information eliminates some reducible errors in the accuracy of a hedonic housing regression model. An im-proved performance will benefit home buyers, sellers, government and real estate professionals.
Timothy Oladunni, Sharad Sharma
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Reflections on hedonic price modeling
Journal of European Real Estate ResearchPurpose This paper provides a critical history of residential hedonic price modeling, highlighting key issues and advances. It is based on the keynote address presented by the first author at the European Real Estate Society Annual Conference in Sopot (Gdańsk), Poland, in June 2024.
Steven C. Bourassa +3 more
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A Hedonic Model of Environmental Justice
SSRN Electronic Journal, 2006Past attempts to uncover evidence that economically disadvantaged groups are unjustly exposed to environmental disamenities have failed to take into account self-selection behavior of individuals or groups of individuals. For instance, when choosing a place to live, households may be trading environmental quality for other housing, neighborhood and ...
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A hedonic price model for islands
Journal of Urban Economics, 2003Abstract This paper addresses the following question: Why do island prices vary across locations? To answer this question, an econometric model is developed to explain differences in island prices with respect to their characteristics (distance from the coast, size, economic and political situation of the membership State).
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The effect of hedonic modeling and index weights on hedonic imputation indexes
2010Housing price indexes are generally computed using variants of hedonic housing price models. The commonly used methods are the time-dummy method, the hedonic imputation method and the rolling window hedonic models. In addition, hedonic models that explicitly account for spatial correlation in prices reecting the price determining role of locational ...
Rambaldi, Alicia, Rao, D. S. Prasada
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The Characteristics Model, Hedonic Prices, and the Clientele Effect
Journal of Political Economy, 1988In this paper, the characteristics model of Lancaster is reconsidered. It is shown by example that equilibrium prices need not be linearly decomposable. It does follow that equilibrium prices must be a convex function of characteristics, however. Further, it is shown that this fact holds independent of the form of firm competition (e.g., perfect or ...
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Hedonic Models of Real Estate Prices: GAM Models; Environmental and Sex-Offender-Proximity Factors
Journal of Risk and Financial Management, 2022Svetlozar Rachev +2 more
exaly
Putting MARS into space. Non‐linearities and spatial effects in hedonic models
Papers in Regional Science, 2023Konstantin Kholodilin, Fernando A Lopez
exaly