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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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  • Bin, Okmyung, 2004. "A prediction comparison of housing sales prices by parametric versus semi-parametric regressions," Journal of Housing Economics, Elsevier, vol. 13(1), pages 68-84, March.
    • Handle: RePEc:eee:jhouse:v:13:y:2004:i:1:p:68-84
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    4. Shiller, Robert J, 1993. "Measuring Asset Values for Cash Settlement in Derivative Markets: Hedonic Repeated Measures Indices and Perpetual Futures," Journal of Finance, American Finance Association, vol. 48(3), pages 911-931, July.
    5. 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..
    6. R. Kelley Pace, 1998. "Appraisal Using Generalized Additive Models," Journal of Real Estate Research, American Real Estate Society, vol. 15(1), pages 77-100.
    7. 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.
    8. Opsomer, Jean D. & Ruppert, D., 1998. "A Fully Automated Bandwidth Selection Method for Fitting Additive Models," Staff General Research Papers Archive 1176, Iowa State University, Department of Economics.
    9. Gencay, Ramazan & Xian, Yang, 1996. "A forecast comparison of residential housing prices by parametric versus semiparametric conditional mean estimators," Economics Letters, Elsevier, vol. 52(2), pages 129-135, August.
    10. 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.
    11. 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.
    12. 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.
    13. 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 668-675, November.
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    Cited by:

    1. J Aznar & J Ferrís-Oñate & F Guijarro, 2010. "An ANP framework for property pricing combining quantitative and qualitative attributes," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 61(5), pages 740-755, May.
    2. Süreyya Özöğür Akyüz & Birsen Eygi Erdogan & Özlem Yıldız & Pınar Karadayı Ataş, 2023. "A Novel Hybrid House Price Prediction Model," Computational Economics, Springer;Society for Computational Economics, vol. 62(3), pages 1215-1232, October.
    3. Koen Koning & Tatiana Filatova & Okmyung Bin, 2018. "Improved Methods for Predicting Property Prices in Hazard Prone Dynamic Markets," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 69(2), pages 247-263, February.
    4. 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.
    5. Carlos Felipe Balcázar & Lidia Ceriani & Sergio Olivieri & Marco Ranzani, 2017. "Rent‐Imputation for Welfare Measurement: A Review of Methodologies and Empirical Findings," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 63(4), pages 881-898, December.
    6. Mitra L Devkota & Eric B Howington, 2023. "The Drivers Of Housing Prices And The Impact Of Schools: Evidence From Georgia," Annals - Economy Series, Constantin Brancusi University, Faculty of Economics, vol. 6, pages 6-12, December.
    7. Bontemps, Christophe & Simioni, Michel & Surry, Yves R., 2005. "Hedonic Housing Prices and Agricultural Pollution: An Empirical Investigation on Semiparametric Models," 2005 Annual meeting, July 24-27, Providence, RI 19547, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    8. Rainer Schulz & Martin Wersing & Axel Werwatz, 2014. "Automated valuation modelling: a specification exercise," Journal of Property Research, Taylor & Francis Journals, vol. 31(2), pages 131-153, June.
    9. Nuri Hacıevliyagil & Krzysztof Drachal & Ibrahim Halil Eksi, 2022. "Predicting House Prices Using DMA Method: Evidence from Turkey," Economies, MDPI, vol. 10(3), pages 1-27, March.
    10. 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).
    11. Martijn Kagie & Michiel Van Wezel, 2007. "Hedonic price models and indices based on boosting applied to the Dutch housing market," Intelligent Systems in Accounting, Finance and Management, John Wiley & Sons, Ltd., vol. 15(3‐4), pages 85-106, July.
    12. Xufeng Jiang & Zelu Jia & Lefei Li & Tianhong Zhao, 2022. "Understanding Housing Prices Using Geographic Big Data: A Case Study in Shenzhen," Sustainability, MDPI, vol. 14(9), pages 1-20, April.
    13. Cupal Martin & Sedlačík Marek & Michálek Jaroslav, 2019. "The Assessment of a Building’s insurable Value using Multivariate Statistics: The Case of the Czech Republic," Real Estate Management and Valuation, Sciendo, vol. 27(3), pages 81-96, September.
    14. Jeffrey S. Racine & Christopher F. Parmeter, 2012. "Data-Driven Model Evaluation: A Test for Revealed Performance," Department of Economics Working Papers 2012-13, McMaster University.
    15. 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.
    16. Maria-Francisca Cespedes-Lopez & Raul-Tomas Mora-Garcia, 2022. "Are Cave Houses a Sustainable Real Estate Alternative?," Land, MDPI, vol. 11(12), pages 1-17, December.
    17. Serge Garcia & Katrin Erdlenbruch & Boniface Derrick Mbarga, 2024. "A discrete choice experiment to measure the impact of flood risk information on residential location choices," Working Papers of BETA 2024-22, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.
    18. Cathrine Ulla Jensen & Toke Emil Panduro, 2016. "PanJen: A test for functional form with continuous variables," IFRO Working Paper 2016/08, University of Copenhagen, Department of Food and Resource Economics.
    19. Beltrán, Allan & Maddison, David & Elliott, Robert, 2019. "The impact of flooding on property prices: A repeat-sales approach," Journal of Environmental Economics and Management, Elsevier, vol. 95(C), pages 62-86.
    20. Paloma Taltavull de La Paz, 2021. "Predicting housing prices. A long term housing price path for Spanish regions," LARES lares-2021-4dra, Latin American Real Estate Society (LARES).
    21. Rajapaksa, Darshana & Zhu, Min & Lee, Boon & Hoang, Viet-Ngu & Wilson, Clevo & Managi, Shunsuke, 2017. "The impact of flood dynamics on property values," Land Use Policy, Elsevier, vol. 69(C), pages 317-325.
    22. Correia, Inês C. & Ferreira, Fernando A.F. & Zopounidis, Constantin & Ferreira, Neuza C.M.Q.F., 2024. "Urban expansion effects on real estate ecosystems: Identification and neutrosophic analysis of causal dynamics," Socio-Economic Planning Sciences, Elsevier, vol. 93(C).
    23. Paul E. Carrillo, 2012. "An Empirical Stationary Equilibrium Search Model Of The Housing Market," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 53(1), pages 203-234, February.
    24. Maha AbdelHalim & Jean Dubé & Nicolas Devaux, 2021. "The Spatial and Temporal Decomposition of the Effect of Floods on Single-Family House Prices: A Laval, Canada Case Study," Sustainability, MDPI, vol. 13(9), pages 1-18, May.
    25. Doszyń Mariusz & Gnat Sebastian, 2017. "Econometric Identification of the Impact of Real Estate Characteristics Based on Predictive and Studentized Residuals," Real Estate Management and Valuation, Sciendo, vol. 25(1), pages 84-92, March.

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