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A prediction comparison of housing sales prices by parametric versus semi-parametric regressions

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  • Bin, Okmyung
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    Bibliographic Info

    Article provided by Elsevier in its journal Journal of Housing Economics.

    Volume (Year): 13 (2004)
    Issue (Month): 1 (March)
    Pages: 68-84

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    Handle: RePEc:eee:jhouse:v:13:y:2004:i:1:p:68-84

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    Web page: http://www.elsevier.com/locate/inca/622881

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    1. Robert J. Shiller, 1993. "Measuring Asset Values for Cash Settlement in Derivative Markets: Hedonic Repeated Measures indices and Perpetual Futures," NBER Technical Working Papers 0131, National Bureau of Economic Research, Inc.
    2. Cropper, Maureen L & Deck, Leland B & McConnell, Kenneth E, 1988. "On the Choice of Functional Form for Hedonic Price Functions," The Review of Economics and Statistics, MIT Press, vol. 70(4), pages 668-75, November.
    3. 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..
    4. John M. Clapp & Hyon-Jung Kim & Alan E. Gelfand, 2002. "Predicting Spatial Patterns of House Prices Using LPR and Bayesian Smoothing," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 30(4), pages 505-532.
    5. Speyrer, Janet Furman & Ragas, Wade R, 1991. "Housing Prices and Flood Risk: An Examination Using Spline Regression," The Journal of Real Estate Finance and Economics, Springer, vol. 4(4), pages 395-407, December.
    6. Davidson, Russell & MacKinnon, James G., 1993. "Estimation and Inference in Econometrics," OUP Catalogue, Oxford University Press, number 9780195060119.
    7. Goldberg, Gerson M. & Harding, John P., 2003. "Investment characteristics of low- and moderate-income mortgage loans," Journal of Housing Economics, Elsevier, vol. 12(3), pages 151-180, September.
    8. Opsomer, Jean D. & Ruppert, D., 1998. "A Fully Automated Bandwidth Selection Method for Fitting Additive Models," Staff General Research Papers 1176, Iowa State University, Department of Economics.
    9. Palmquist, Raymond B, 1980. "Alternative Techniques for Developing Real Estate Price Indexes," The Review of Economics and Statistics, MIT Press, vol. 62(3), pages 442-48, August.
    10. Don N. MacDonald & James C. Murdoch & Harry L. White, 1987. "Uncertain Hazards, Insurance, and Consumer Choice: Evidence from Housing Markets," Land Economics, University of Wisconsin Press, vol. 63(4), pages 361-371.
    11. Halvorsen, Robert & Pollakowski, Henry O., 1981. "Choice of functional form for hedonic price equations," Journal of Urban Economics, Elsevier, vol. 10(1), pages 37-49, July.
    12. R. Kelley Pace, 1998. "Appraisal Using Generalized Additive Models," Journal of Real Estate Research, American Real Estate Society, vol. 15(1), pages 77-100.
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    Cited by:
    1. Ramon Huerta & Fernando Corbacho & Luis F. Lago-Fernandez, 2008. "A housing-demographic multi-layered nonlinear model to test regulation strategies," Papers 0809.0979, arXiv.org.
    2. Kuminoff, Nicolai V. & Parmeter, Christopher F. & Pope, Jaren C., 2008. "Hedonic Price Functions: Guidance On Empirical Specification," 2008 Annual Meeting, July 27-29, 2008, Orlando, Florida 6555, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    3. Rainer Schulz & Martin Wersing & Axel Werwatz, 2013. "Automated Valuation Modelling: A Specification Exercise," SFB 649 Discussion Papers SFB649DP2013-046, Sonderforschungsbereich 649, Humboldt University, Berlin, Germany.
    4. Paul E. Carrillo, 2005. "Assessing the Value of On-line Information Using a Two-sided Equilibrium Search Model in the Real Estate Market," Computing in Economics and Finance 2005 307, Society for Computational Economics.

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