IDEAS home Printed from https://ideas.repec.org/p/crs/wpaper/2017-13.html
   My bibliography  Save this paper

From Latin Quarter to Montmartre Investigating Parisian Real-Estate Prices

Author

Listed:
  • Mathilde Poulhes

    () (INSEE; CREST)

Abstract

This paper estimates buyers' preferences for dwelling attributes and neighbourhood characteristics. The collected data allows for the simultaneous consideration of a wide range of intrinsic characteristics, such as surface, floor, etc., and neighbourhood characteristics, including noise, crime, school quality, distance to jobs, etc. The marginal willingness to pay is identified from transaction data under the assumptions of the hedonic model described by Rosen (1974). We use very local fixed effects combined when possible with administrative boundaries as geographical discontinuities to isolate the effect of each amenity. Estimation is achieved by using flexible semi-parametric methods. Characteristics explain more than 90% of the variance of dwelling prices, showing a significant positive marginal willingness to pay for job accessibility and school quality, and a negative marginal willingness to pay for a higher crime rate in the area. By contrast, noise level or public transport accessibility have less influence on housing prices. These results are robust to the inclusion of census tract fixed-effects, which also drastically reduces the spatial correlation of the residual prices.

Suggested Citation

  • Mathilde Poulhes, 2017. "From Latin Quarter to Montmartre Investigating Parisian Real-Estate Prices," Working Papers 2017-13, Center for Research in Economics and Statistics.
  • Handle: RePEc:crs:wpaper:2017-13
    as

    Download full text from publisher

    File URL: http://crest.science/RePEc/wpstorage/2017-13.pdf
    File Function: CREST working paper version
    Download Restriction: no

    References listed on IDEAS

    as
    1. Gabriel M Ahlfeldt, 2013. "If We Build it, Will They Pay? Predicting Property Price Effects of Transport Innovations," Environment and Planning A, , vol. 45(8), pages 1977-1994, August.
    2. Gibbons, Steve & Machin, Stephen, 2003. "Valuing English primary schools," Journal of Urban Economics, Elsevier, vol. 53(2), pages 197-219, March.
    3. Gibbons, Stephen & Machin, Stephen, 2005. "Valuing rail access using transport innovations," Journal of Urban Economics, Elsevier, vol. 57(1), pages 148-169, January.
    4. Yinger, John & Nguyen-Hoang, Phuong, 2016. "Hedonic Vices: Fixing Inferences about Willingness to Pay in Recent House-Value Studies," Journal of Benefit-Cost Analysis, Cambridge University Press, vol. 7(02), pages 248-291, June.
    5. Gabriel M. Ahlfeldt & Nancy Holman, 2018. "Distinctively Different: A New Approach to Valuing Architectural Amenities," Economic Journal, Royal Economic Society, vol. 128(608), pages 1-33, February.
    6. Stephen Machin, 2011. "Houses and Schools: Valuation of School Quality through then Housing Market - EALE 2010 Presidential Address," CEP Occasional Papers 29, Centre for Economic Performance, LSE.
    7. Sandra E. Black, 1999. "Do Better Schools Matter? Parental Valuation of Elementary Education," The Quarterly Journal of Economics, Oxford University Press, vol. 114(2), pages 577-599.
    8. Ahlfeldt, Gabriel M. & Wendland, Nicolai, 2016. "The spatial decay in commuting probabilities: employment potential vs. community gravity," LSE Research Online Documents on Economics 66128, London School of Economics and Political Science, LSE Library.
    9. Kenneth Y. Chay & Michael Greenstone, 2005. "Does Air Quality Matter? Evidence from the Housing Market," Journal of Political Economy, University of Chicago Press, vol. 113(2), pages 376-424, April.
    10. Gibbons, Stephen & Machin, Stephen & Silva, Olmo, 2013. "Valuing school quality using boundary discontinuities," Journal of Urban Economics, Elsevier, vol. 75(C), pages 15-28.
    11. Ivar Ekeland & James J. Heckman & Lars Nesheim, 2004. "Identification and Estimation of Hedonic Models," Journal of Political Economy, University of Chicago Press, vol. 112(S1), pages 60-109, February.
    12. Hans R. A. Koster & Jos N. van Ommeren & Piet Rietveld, 2016. "Historic amenities, income and sorting of households," Journal of Economic Geography, Oxford University Press, vol. 16(1), pages 203-236.
    13. James J. Heckman & Rosa L. Matzkin & Lars Nesheim, 2010. "Nonparametric Identification and Estimation of Nonadditive Hedonic Models," Econometrica, Econometric Society, vol. 78(5), pages 1569-1591, September.
    14. Robinson, Peter M, 1988. "Root- N-Consistent Semiparametric Regression," Econometrica, Econometric Society, vol. 56(4), pages 931-954, July.
    15. L. Rachel Ngai & Silvana Tenreyro, 2014. "Hot and Cold Seasons in the Housing Market," American Economic Review, American Economic Association, vol. 104(12), pages 3991-4026, December.
    16. Cheshire, Paul & Sheppard, Stephen, 1998. "Estimating the Demand for Housing, Land, and Neighbourhood Characteristics," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 60(3), pages 357-382, August.
    17. Ahlfeldt, Gabriel M. & Wendland, Nicolai, 2016. "The spatial decay in commuting probabilities: Employment potential vs. commuting gravity," Economics Letters, Elsevier, vol. 143(C), pages 125-129.
    18. Boes, Stefan & NĂ¼esch, Stephan, 2011. "Quasi-experimental evidence on the effect of aircraft noise on apartment rents," Journal of Urban Economics, Elsevier, vol. 69(2), pages 196-204, March.
    19. Gibbons, Stephen & Machin, Stephen & Silva, Olmo, 2013. "Valuing school quality using boundary discontinuity," LSE Research Online Documents on Economics 45246, London School of Economics and Political Science, LSE Library.
    20. Fack, Gabrielle & Grenet, Julien, 2010. "When do better schools raise housing prices? Evidence from Paris public and private schools," Journal of Public Economics, Elsevier, vol. 94(1-2), pages 59-77, February.
    21. Ariel Pakes, 2003. "A Reconsideration of Hedonic Price Indexes with an Application to PC's," American Economic Review, American Economic Association, vol. 93(5), pages 1578-1596, December.
    22. Allen Lynch & David Rasmussen, 2001. "Measuring the impact of crime on house prices," Applied Economics, Taylor & Francis Journals, vol. 33(15), pages 1981-1989.
    23. Stephen Gibbons & Stephen Machin, 2008. "Valuing school quality, better transport, and lower crime: evidence from house prices," Oxford Review of Economic Policy, Oxford University Press, vol. 24(1), pages 99-119, spring.
    24. Smith, V Kerry & Huang, Ju-Chin, 1995. "Can Markets Value Air Quality? A Meta-analysis of Hedonic Property Value Models," Journal of Political Economy, University of Chicago Press, vol. 103(1), pages 209-227, February.
    25. Charles R. Hulten, 2003. "Price hedonics: a critical review," Economic Policy Review, Federal Reserve Bank of New York, issue Sep, pages 5-15.
    26. 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..
    27. Patrick Bajari & C. Lanier Benkard, 2005. "Demand Estimation with Heterogeneous Consumers and Unobserved Product Characteristics: A Hedonic Approach," Journal of Political Economy, University of Chicago Press, vol. 113(6), pages 1239-1276, December.
    28. Brown, James N & Rosen, Harvey S, 1982. "On the Estimation of Structural Hedonic Price Models," Econometrica, Econometric Society, vol. 50(3), pages 765-768, May.
    29. Kelvin J. Lancaster, 1966. "A New Approach to Consumer Theory," Journal of Political Economy, University of Chicago Press, vol. 74, pages 132-132.
    30. repec:dau:papers:123456789/6486 is not listed on IDEAS
    31. Bartik, Timothy J, 1987. "Estimating Hedonic Demand Parameters with Single Market Data: The Problems Caused by Unobserved Tastes," The Review of Economics and Statistics, MIT Press, vol. 69(1), pages 178-180, February.
    32. Jon P. Nelson, 2004. "Meta-Analysis of Airport Noise and Hedonic Property Values," Journal of Transport Economics and Policy, University of Bath, vol. 38(1), pages 1-27, January.
    33. Machin, Stephen, 2011. "Houses and schools: Valuation of school quality through the housing market," Labour Economics, Elsevier, vol. 18(6), pages 723-729.
    34. Liv Osland & Inge Thorsen, 2008. "Effects on housing prices of urban attraction and labor-market accessibility," Environment and Planning A, Pion Ltd, London, vol. 40(10), pages 2490-2509, October.
    35. Berry, Steven & Levinsohn, James & Pakes, Ariel, 1995. "Automobile Prices in Market Equilibrium," Econometrica, Econometric Society, vol. 63(4), pages 841-890, July.
    36. 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.
    37. Gabriel Ahlfeldt, 2011. "If Alonso Was Right: Modeling Accessibility And Explaining The Residential Land Gradient," Journal of Regional Science, Wiley Blackwell, vol. 51(2), pages 318-338, May.
    Full references (including those not matched with items on IDEAS)

    More about this item

    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:crs:wpaper:2017-13. See general information about how to correct material in RePEc.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Sri Srikandan). General contact details of provider: http://edirc.repec.org/data/crestfr.html .

    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 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.

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

    IDEAS is a RePEc service hosted by the Research Division of the Federal Reserve Bank of St. Louis . RePEc uses bibliographic data supplied by the respective publishers.