IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/14227.html
   My bibliography  Save this paper

Variabilité spatiale des prix hédoniques des caractéristiques du logement: une nouvelle méthode de calcul des indices de prix spatiaux
[Spatial variability of housing attribute marginal prices: estimation of regional price indices]

Author

Listed:
  • Filali, Radhouane

Abstract

Estimation of spatial housing price indices requires a housing market segmentation into local sub-markets. In this paper, we use geographically weighted regression model (GWR) to take account for spatial heterogeneity of housing attribute marginal prices. Estimated marginal prices are then used to assess constant quality housing values over space. Evidences from urban Tunisia assert attribute marginal prices variability and provide satisfactory indices in both ownership and rental markets.

Suggested Citation

  • Filali, Radhouane, 2008. "Variabilité spatiale des prix hédoniques des caractéristiques du logement: une nouvelle méthode de calcul des indices de prix spatiaux [Spatial variability of housing attribute marginal prices: est," MPRA Paper 14227, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:14227
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/14227/1/MPRA_paper_14227.pdf
    File Function: original version
    Download Restriction: no
    File URL: https://mpra.ub.uni-muenchen.de/15686/1/MPRA_paper_15686.pdf
    File Function: revised version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Palmquist, Raymond B., 1992. "Valuing localized externalities," Journal of Urban Economics, Elsevier, vol. 31(1), pages 59-68, January.
    2. Wilhelmsson, Mats, 2002. "Household Expenditure Patterns for Housing Attributes: A Linear Expenditure System with Hedonic Prices," Journal of Housing Economics, Elsevier, vol. 11(1), pages 75-93, March.
    3. Haurin, Donald R. & Brasington, David, 1996. "School Quality and Real House Prices: Inter- and Intrametropolitan Effects," Journal of Housing Economics, Elsevier, vol. 5(4), pages 351-368, December.
    4. 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.
    5. Roger Bivand & Rolf Brunstad, 2005. "Further explorations of interactions between agricultural policy and regional growth in Western Europe - approaches to nonstationarity in spatial econometrics," ERSA conference papers ersa05p671, European Regional Science Association.
    6. Peter F. Colwell & Gene Dilmore, 1999. "Who Was First? An Examination of an Early Hedonic Study," Land Economics, University of Wisconsin Press, vol. 75(4), pages 620-626.
    7. Kelley Pace, R., 1997. "Performing large spatial regressions and autoregressions," Economics Letters, Elsevier, vol. 54(3), pages 283-291, July.
    8. Rapaport, Carol, 1997. "Housing Demand and Community Choice: An Empirical Analysis," Journal of Urban Economics, Elsevier, vol. 42(2), pages 243-260, September.
    9. 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..
    10. Kelvin J. Lancaster, 1966. "A New Approach to Consumer Theory," Journal of Political Economy, University of Chicago Press, vol. 74(2), pages 132-132.
    11. Christopher Bitter & Gordon Mulligan & Sandy Dall’erba, 2007. "Incorporating spatial variation in housing attribute prices: a comparison of geographically weighted regression and the spatial expansion method," Journal of Geographical Systems, Springer, vol. 9(1), pages 7-27, April.
    12. Won Kim, Chong & Phipps, Tim T. & Anselin, Luc, 2003. "Measuring the benefits of air quality improvement: a spatial hedonic approach," Journal of Environmental Economics and Management, Elsevier, vol. 45(1), pages 24-39, January.
    13. Bourassa, Steven C. & Hoesli, Martin & Sun, Jian, 2006. "A simple alternative house price index method," Journal of Housing Economics, Elsevier, vol. 15(1), pages 80-97, March.
    14. Yee Leung & Chang-Lin Mei & Wen-Xiu Zhang, 2000. "Statistical Tests for Spatial Nonstationarity Based on the Geographically Weighted Regression Model," Environment and Planning A, , vol. 32(1), pages 9-32, January.
    15. Donald Haurin & David Brasington, 1996. "The Impact of School Quality on Real House Prices: Interjurisdictional Effects," Working Papers 010, Ohio State University, Department of Economics.
    16. Goodman, Allen C., 1978. "Hedonic prices, price indices and housing markets," Journal of Urban Economics, Elsevier, vol. 5(4), pages 471-484, October.
    17. Zabel, Jeffrey E., 2004. "The demand for housing services," Journal of Housing Economics, Elsevier, vol. 13(1), pages 16-35, March.
    18. Benson, Earl D & Hansen, Julia L. & Schwartz Jr., Arthur & Smersh, Greg T., 1998. "Pricing Residential Amenities: The Value of a View," The Journal of Real Estate Finance and Economics, Springer, vol. 16(1), pages 55-73, January.
    19. Richard V. Butler, 1982. "The Specification of Hedonic Indexes for Urban Housing," Land Economics, University of Wisconsin Press, vol. 58(1), pages 96-108.
    20. Bartik, Timothy J, 1987. "The Estimation of Demand Parameters in Hedonic Price Models," Journal of Political Economy, University of Chicago Press, vol. 95(1), pages 81-88, February.
    21. Michaels, R. Gregory & Smith, V. Kerry, 1990. "Market segmentation and valuing amenities with hedonic models: The case of hazardous waste sites," Journal of Urban Economics, Elsevier, vol. 28(2), pages 223-242, September.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Potrawa, Tomasz & Tetereva, Anastasija, 2022. "How much is the view from the window worth? Machine learning-driven hedonic pricing model of the real estate market," Journal of Business Research, Elsevier, vol. 144(C), pages 50-65.
    2. Efthymiou, D. & Antoniou, C., 2013. "How do transport infrastructure and policies affect house prices and rents? Evidence from Athens, Greece," Transportation Research Part A: Policy and Practice, Elsevier, vol. 52(C), pages 1-22.
    3. Radmila Datsenko, 2013. "House Price Dynamics : The French Case," Post-Print halshs-03373717, HAL.
    4. Jose Torres-Pruñonosa & Pablo García-Estévez & Josep Maria Raya & Camilo Prado-Román, 2022. "How on Earth Did Spanish Banking Sell the Housing Stock?," SAGE Open, , vol. 12(1), pages 21582440221, March.
    5. John I. Carruthers & David E. Clark, 2010. "Valuing Environmental Quality: A Space‐Based Strategy," Journal of Regional Science, Wiley Blackwell, vol. 50(4), pages 801-832, October.
    6. Palmquist, Raymond B., 2006. "Property Value Models," Handbook of Environmental Economics, in: K. G. Mäler & J. R. Vincent (ed.), Handbook of Environmental Economics, edition 1, volume 2, chapter 16, pages 763-819, Elsevier.
    7. Chugunov, D., 2013. "Impact of School Quality and Neighborhoods on Housing Prices in Moscow," Journal of the New Economic Association, New Economic Association, vol. 17(1), pages 87-112.
    8. Sanglim Yoo & John E. Wagner, 2016. "A review of the hedonic literatures in environmental amenities from open space: a traditional econometric vs. spatial econometric model," International Journal of Urban Sciences, Taylor & Francis Journals, vol. 20(1), pages 141-166, March.
    9. Çağlayan Ebru & Arikan Eban, 2011. "Determinants of house prices in Istanbul: a quantile regression approach," Quality & Quantity: International Journal of Methodology, Springer, vol. 45(2), pages 305-317, February.
    10. Faroek Lazrak & Peter Nijkamp & Piet Rietveld & Jan Rouwendal, 2014. "The market value of cultural heritage in urban areas: an application of spatial hedonic pricing," Journal of Geographical Systems, Springer, vol. 16(1), pages 89-114, January.
    11. Alexandre Tangerini & Nils Soguel, 2005. "Evaluation monétaire de la qualité du paysage. Monetary valuation of the landscape quality," Urban/Regional 0507002, University Library of Munich, Germany.
    12. Alexandre Tangerini & Nils Soguel, 2005. "Evaluation monétaire de la qualité de paysage / Evaluation of the landscape quality," Urban/Regional 0507007, University Library of Munich, Germany.
    13. David E. Clark, 2006. "Externality Effects on Residential Property Values: The Example of Noise Disamenities," Growth and Change, Wiley Blackwell, vol. 37(3), pages 460-488, September.
    14. Marco Helbich & Wolfgang Brunauer & Eric Vaz & Peter Nijkamp, 2014. "Spatial Heterogeneity in Hedonic House Price Models: The Case of Austria," Urban Studies, Urban Studies Journal Limited, vol. 51(2), pages 390-411, February.
    15. Celia Bilbao-Terol, 2009. "Impacts of an Iron and Steel Plant on Residential Property Values," European Planning Studies, Taylor & Francis Journals, vol. 17(9), pages 1421-1436, September.
    16. David Brasington & Don Haurin, 2005. "Capitalization of Parent, School, and Peer Group Components of School Quality into House Price," Departmental Working Papers 2005-04, Department of Economics, Louisiana State University.
    17. Theodore M. Crone, 2006. "Capitalization of the quality of local public schools: what do home buyers value?," Working Papers 06-15, Federal Reserve Bank of Philadelphia.
    18. Amelia Bilbao & Celia Bilbao & José M. Labeaga, "undated". "The excess burden associated to characteristics of the goods: Application to housing demand," Working Papers 2005-09, FEDEA.
    19. Paolo Buonanno & Daniel Montolio & Josep Raya-Vílchez, 2013. "Housing prices and crime perception," Empirical Economics, Springer, vol. 45(1), pages 305-321, August.
    20. Eilers, Lea, 2016. "Spatial Dependence in Apartment Offering Prices in Hamburg," VfS Annual Conference 2016 (Augsburg): Demographic Change 145639, Verein für Socialpolitik / German Economic Association.

    More about this item

    Keywords

    Marché de logement - Prix hédoniques - régression géographiquement pondérée - indice de prix spatiaux;

    JEL classification:

    • C43 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Index Numbers and Aggregation
    • D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis
    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • R21 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Housing Demand

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:pra:mprapa:14227. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.