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The influence analysis of criteria of comparables’ selection on the accuracy of the property value estimation

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Języki publikacji
EN
Abstrakty
EN
The subject of the considerations presented in the article is the question of the criteria according to which the comparables, in the market value estimating process, should be selected. As the most important in the selection of comparative properties, the factor of similarity in relation to the subject property (measured by the Euclidean distance) was considered. As the key issue, the similarity assessment criterion and the influence of the adopted critical value of this criterion on the accuracy of estimates were chosen. The analysis of the above was carried out with taking into account the role of the significance of independent variables (measured by their correlation with the vector of the dependent variable). The results of the simulation tests carried out in the variants set by the criteria adopted were presented. On this basis, it has been shown that there is a potential most relevant solution in the collection of obtainable estimation results. This solution corresponds with the smallest sum of the differences of model prices (accepted as known) and corresponding estimates. The found minimum occurs for a specific layout of the above criterion values only.
Rocznik
Tom
Strony
9--15
Opis fizyczny
Bibliogr. 33 poz., rys., tab., wykr.
Twórcy
autor
  • Department of Geotechnical Engineering, Lublin University of Technology, 38D Nadbystrzycka Street, 20-618, Lublin, Poland
Bibliografia
  • 1. Act (1997). The Act of 21 August 1997 on real estate management. Official Journal 2018, No. 0, item 121. Consolidated text, as amended.
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  • 3. Bruce, R. W. and Sundell, D. J. (1977). Multiple regression analysis: history and applications in the appraisal profession. Real Estate Appraiser, 43(1):37-44.
  • 4. Bundesministerium für Umwelt Naturschutz Bau und Reaktorsicherheit (BMUB) (2006). Wertermittlungsrichtlinien - WertR 2006. https://www.bmi.bund.de/SharedDocs/downloads/DE/gesetztestexte/richtlinie/wertr.pdf. Accesed: 26 March 2020.
  • 5. Czaja, J. (1997). Modele statystyczne w informacji o terenie. Wydawnictwo AGH, Kraków.
  • 6. d’Amato, M. and Kauko, T., editors (2017). Advances in automated valuation modeling. Springer International Publishing AG, doi:10.1007/978-3-319-49746-4.
  • 7. French, N. (2003). The rics valuation and appraisal standards. Journal of Property Investment&Finance, 21(6):495-501, doi:10.1108/14635780310508649.
  • 8. French, N. (2004). The valuation of specialised property. Journal of Property Investment&Finance, 22(6):533-541, doi:10.1108/14635780410569506.
  • 9. Glumac, B. and Des Rosiers, F. (2018). Real estate and land property automated valuation systems: A taxonomy and conceptual model. Luxembourg Institute of Socio-Economic Research (LISER) Working Paper Series, 9, doi:10.2139/ssrn.3183132.
  • 10. ImmoWertV (2009). Verordnung über die Grundsätze für die Ermittlung der Verkehrswerte von Grundstücken (Immobilienwertermittlungsverordnung - ImmoWertV). Bundesrat Drucksache 296/09, 3 April 2009, https://www.gesetze-im-internet.de/immowertv/ImmoWertV.pdf. Accesed: 13 September 2017.
  • 11. International Valuation Standards Council (IVSC) (2010). Exposure Draft of New International Valuation Standards.
  • 12. Isakson, H. R. (1986). The nearest neighbors appraisal technique: An alternative to the adjustment grid methods. Journal of the American Real Estate & Urban Economics Association, 14(2):274-286, doi:10.1111/1540-6229.00387.
  • 13. Manly, B. F. and Alberto, J. A. N. (2016). Multivariate statistical methods: a primer. CRC Press LLC, Boca Raton.
  • 14. McCluskey, W. and Borst, R. A. (1997). An evaluation of MRA, comparable sales analysis, and artificial neural networks (ANNs) for the mass appraisal of residential properties in northern ireland. Assessment Journal, 4(1):47-55.
  • 15. McCluskey, W. J. and Borst, R. A. (2017). The theory and practice of comparable selection in real estate valuation. In d’Amato M. & Kauko T., editor, Advances in Automated Valuation Modeling, pages 307-330. Springer International Publishing, doi:10.1007/978-3-319-49746-4.
  • 16. Pagourtzi, E., Assimakopoulos, V., Hatzichristos, T., and French, N. (2003). Real estate appraisal: a review of valuation methods. Journal of Property Investment & Finance, 21(4):383-401, doi:10.1108/14635780310483656.
  • 17. Pawlak, Z. (1981). Information systems theoretical foundations. Information Ssystems, 6(3):205-218, doi:10.1016/0306-4379(81)90023-5.
  • 18. Pawlak, Z. (1983). Systemy Informacyjne. Podstawy Teoretyczne [Information Systems. Theoretical Foundations]. Wydawnictwa Naukowo-Techniczne, Warsaw.
  • 19. Peto, R., French, N., and Bowman, G. (1996). Practice paper: Price and worth developments in valuation methodology. Journal of Property Valuation and Investment, 14:79-100, doi:10.1108/14635789610153489.
  • 20. Rao, C. R., Rao, C. R., Statistiker, M., Rao, C. R., and Rao, C. R. (2008). Linear statistical inference and its applications, volume 2. Wiley, New York, second edition edition, doi:10.1002/9780470316436.
  • 21. Regulation (2004). Regulation of the Council of Ministers of 21 September 2004 on the property valuation and appraisal reports. Official Journal 2004, no. 207, item 2109.
  • 22. Royal Institution of Chartered Surveyors (RICS) (2017). RICS Valuation - Global Standards 2017. https://www.rics.org/. Accessed: 26 March 2020.
  • 23. Schlaes, J. (1984). The market in market value. The Appraisal Journal, pages 494-518.
  • 24. Sen, A. and Srivastava, M. (1994). Regression analysis: theory, methods, and applications. Springer-Verlag, New York, 2nd corrected printing. edition.
  • 25. Shenkel, W. and Eidson, A. (1971). Comparable sales retrieval systems. Appraisal Journal, 39(4):540-556.
  • 26. Skaff, M. S. (1975). The search for comparable sales: A new approach. Assessors Journal, pages 7-16.
  • 27. Standards’ Commision of Polish Federation of Valuer’s Associations (SCPFVA) (2009). Standards. https://pfsrm.pl/aktualnosci/item/13-standardy. Accessed: 26 March 2020.
  • 28. Tchira, A. (1979). Comparable sales selection - a computer approach. The Appraisal Journal, 47(1):86-98.
  • 29. Thompson, J. F. and Gordon, J. F. (1987). Constrained regression modeling and the multiple regression analysiscomparable sales approach. Property Tax Journal, 6(4):251-262.
  • 30. Vecchia, A. V. (1988). Estimation and model identification for continuous spatial processes. Journal of the Royal Statistical Society: Series B (Methodological), 50(2):297-312, doi:10.1111/j.2517-6161.1988.tb01729.x.
  • 31. Weisberg, S. (1980). Applied Linear Regression. John Wiley & Sons.
  • 32. Zyga, J. (2016). Connection between similarity and estimation results of property values obtained by statistical methods. Real Estate Management and Valuation, 24(3):5-15, doi:doi:10.1515/remav-2016-0017.
  • 33. Zyga, J. (2019). Dissimilarity as a component of the property price model. Real Estate Management and Valuation, 27(3):124-132, doi:10.2478/remav-2019-0030.
Uwagi
PL
Opracowanie rekordu ze środków MNiSW, umowa Nr 461252 w ramach programu "Społeczna odpowiedzialność nauki" - moduł: Popularyzacja nauki i promocja sportu (2020).
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-2af0b7cb-7b2b-4f4b-bcd8-115d2112954d
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