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Housing price gradients in a geography with one dominating center

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Abstract

We primarily focus on explaining housing prices and predicting housing price gradients in a Norwegian region with one dominating center (Stavanger). For such a geography spatial separation can be represented in a hedonic regression equation by a function of traveling distance from the city center. Several functions are tested, and some alternatives provide both a satisfying goodness-to-fit, consistent coefficient estimates, and intuitively reasonable predictions of housing price gradients. Still, not all commonly used functions are recommended. Spatial autocorrelation is removed when the hedonic function is properly specified.

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  • Osland, Liv & Thorsen, Inge & Gitlesen, Jens Petter, 2005. "Housing price gradients in a geography with one dominating center," Working Papers in Economics 06/05, University of Bergen, Department of Economics.
    • Handle: RePEc:hhs:bergec:2005_006
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    1. Sheppard, Stephen, 1999. "Hedonic analysis of housing markets," Handbook of Regional and Urban Economics, in: P. C. Cheshire & E. S. Mills (ed.), Handbook of Regional and Urban Economics, edition 1, volume 3, chapter 41, pages 1595-1635, Elsevier.
    2. Rosen, Sherwin, 1974. "Hedonic Prices and Implicit Markets: Product Differentiation in Pure Competition," Journal of Political Economy, University of Chicago Press, vol. 82(1), pages 34-55, Jan.-Feb..
    3. Brueckner, Jan K., 1987. "The structure of urban equilibria: A unified treatment of the muth-mills model," Handbook of Regional and Urban Economics, in: E. S. Mills (ed.), Handbook of Regional and Urban Economics, edition 1, volume 2, chapter 20, pages 821-845, Elsevier.
    4. Laakso, Seppo, . "Urban Housing Prices and the Demand for Housing Characteristics. A Study on Housing Prices and the Willingness to pay for Housing Characteristics and Local Public Goods in the Helsinki Metropolitan Ar," ETLA A, The Research Institute of the Finnish Economy, number 27, June.
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    1. Osland, Liv & Thorsen, Inge, 2007. "Testing for the impact of local spatial structure characteristics on house prices," Working Papers in Economics 15/07, University of Bergen, Department of Economics.
    2. Liv Osland & Inge Thorsen, 2008. "Effects on Housing Prices of Urban Attraction and Labor-Market Accessibility," Environment and Planning A, , vol. 40(10), pages 2490-2509, October.
    3. Osland, Liv & Thorsen, Inge, 2007. "Predicting housing prices at alternative locations and in alternative scenarios of the spatial job distribution," Working Papers in Economics 16/07, University of Bergen, Department of Economics.
    4. Liv Osland & Inge Thorsen, 2006. "Evaluating Housing Price Predictability of Alternative Hedonic Model Formulations," ERSA conference papers ersa06p492, European Regional Science Association.
    5. Osland, Liv & Thorsen, Inge, 2005. "Effects on housing prices of urban attraction and labor market accessibility," Working Papers in Economics 17/05, University of Bergen, Department of Economics.
    6. Liv Osland & Inge Thorsen, 2006. "Testing for the Impact of Local Labour Market Characteristics on House Prices," ERSA conference papers ersa06p490, European Regional Science Association.

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    More about this item

    Keywords

    hedonic regression model; housing attributes; functional representation of spatial separation; spatial autocorrelation; housing price gradient; capitalization;
    All these keywords.

    JEL classification:

    • R21 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Housing Demand
    • R31 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - Housing Supply and Markets

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