Location, location, location: Extracting location value from house prices

Research, Conference object, Preprint English OPEN
Kolbe, Jens ; Schulz, Rainer ; Wersing, Martin ; Werwatz, Axel (2012)
  • Publisher: SFB 649, Economic Risk Berlin
  • Subject: Wohnstandort | spatial modeling | Deutschland | adaptive weight smoothing | C14 | location value | R31 | Immobilienbewertung | Immobilienpreis | Wohnimmobilien | Location value, adaptive weight smoothing, spatial modeling | Wohneigentum | Berlin | Theorie | C50
    • jel: jel:C14 | jel:C50 | jel:R31
      ddc: ddc:330

The price for a single-family house depends both on the characteristics of the building and on its location. We propose a novel semiparametric method to extract location values from house prices. After splitting house prices into building and land components, location v... View more
  • References (38)
    38 references, page 1 of 4

    Anglin, P., and Gencay, R.: 1996, Semiparametric estimation of a hedonic price function, Journal of Applied Econometrics, 11, 633{648.

    Bourassa, S. C., Hoesli, M., Scognamiglio, D. and Zhang, S.: 2011, Land leverage and house prices, Regional Science and Urban Economics, 41, 134{144.

    Cheshire, P. and Sheppard, S.: 1995, On the price of land and the value of amenities, Economica, 62, 247{267.

    Clapp, J. M.: 2004, A semiparametric method for estimating local house price indices, Real Estate Economics, 32, 127{160.

    Colwell, P. F. and Munneke, H. J.: 2003, Estimating a price surface for vacant land in an urban area, Land Economics, 79, 15{28.

    Fan, J. and Marron, J. S.: 1994, Fast implementations of nonparametric curve estimators, Journal of Computational and Graphical Statistics, 3, 35{56.

    Hall, P., Kay, J. W. and Titterington, D. M.: 1990, Asymptotically optimal di erence-based estimation of variance in nonparametric regression, Biometrika, 77, 521{528.

    Polzehl, J.: 2011, AWS: adaptive weights smoothing, R package version 1.7-1, http://CRAN.R-project.org/package=aws.

    Polzehl, J. and Spokoiny, V.: 2000, Adaptive weights smoothing with applications to image restoration, Journal of the Royal Statistical Society Series B, 62, 335{354.

    Polzehl, J. and Spokoiny, V.: 2006, Propagation-separation approach for local likelihood estimation, Probability Theory and Related Fields, 135, 335{362.

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