Principles, methods and modern trends in analysis of residential real estate market

Authors

  • Диана Владимировна Булаенко Kharkiv National University of Radio Electronics, ave. Lenina 14, Kharkov, Ukraine

DOI:

https://doi.org/10.15587/2312-8372.2014.21742

Keywords:

residential real estate market, methods of structural and parametric identification of the multivariate model

Abstract

This article provides an overview of existing approaches and methods to analysis and forecasting of the residential real estate market as well as the problem of development of a multifactorial mathematical model of the price per square meter of residential real estate in the city of Kharkov. It also analyzes the current state of the subject area and reveals that one of the acute issues of analyzing real estate market data lies in the automated search of the key factors that determine the behavior of the system, and as a whole there is a need for automation of the process of analyzing and processing the results of measurements to construct mathematical models. The main purpose of the research is to develop an automated method of structural identification of multivariate model to predict property prices and increase efficiency of the resulting model. Development of an automated method of structural identification of a multifactional model of the price in the residential real estate market facilitates the adoption of scientifically substantiated practical solutions in management and study of both the development of this market and the economy as a whole. This model will allow to model values of price indicators based on the different possible scenarios in the economy considering economic situation of the city and the country. The results of the research can be used in the purchase and rental transactions, in cadastral valuation of residential real estate for taxation purposes, in development of projects and other dealings with residential real estate.

Author Biography

Диана Владимировна Булаенко, Kharkiv National University of Radio Electronics, ave. Lenina 14, Kharkov

Postgraduate student of computer science

References

  1. Baum, A. Commercial Real Estate Investment: A Strategic Approach [Text] / A. Baum. – Ed. 2. – London: Short Run Press, 2009. – 381 p.
  2. Greene, W. H. Econometric analysis [Text] / W. H. Greene. – Ed. 4. – Saddle River, NJ: Prentice-Hall, 2000. – 1075 p.
  3. An introduction to real estate investment analysis: a tool kit reference for private investors [Electronic resource]. – Available at: www/ URL: http:// www.thompsonlaw.ca/ pdf_folder/ RE_Inv_intro.pdf.
  4. America's Rental Housing: Evolving Markets and Needs [Electronic resource]/ Joint Center for Housing Studies of Harvard University. – Available at: www/ URL: http://www.jchs.harvard.edu/americas-rental-housing.
  5. MacQueen, J. Some methods for classification and analysis of multivariate observations [Text]/ J. MacQueen // Proceedings of the 5th Berkley Symposium on Mathematical Statistic and Probability. – University of California Press, 1967. – Vol. 1. – P. 281-297.
  6. Surhone, L. Real State Development [Text]/ L. Surhone, M. Timpledon, S. Marseken. – Germany: VDM Publishing, 2010. – 100 p.
  7. Грибовский, C. B. Математические методы оценки стоимости недвижимого имущества. [Текст]/ C. B. Грибовский, С. А. Сивец. – М.: Финансы и статистика, 2008.– 368 с.
  8. Стерник, Г. М. Математические основы методологии дискретного пространственно-параметрического моделирования рынка недвижимости [Электронный ресурс]. – Режим доступа: www/ URL: http://www.realtymarket.ru.
  9. Стерник, Г. М. Цены предложения на рынке жилья городов России: анализ и прогноз [Текст]/ Г. М. Стерник. – М.: СтерниксКонсалтинг, 2007. – 180 с.
  10. Севостьянов, А. В. Экономика недвижимости. [Текст]/ А. В. Севостьянов. – М.: КолосС, 2007. – 281 с.
  11. Стерник, Г. М. Концепция анализа рынка недвижимости, единая для стран – членов СЕРЕАН [Электронный ресурс]/ Г. М. Стерник. – Режим доступа: www/ URL: http://realtymarket.ru/konferencii/Sternik-G.M.-Koncepciya-analiza-rinka-nedvijimosti-edinaya-dlya-stran-lenov-SEREAN.html
  12. Оценка развития регионального рынка недвижимости на основе панельного анализа [Электронный ресурс]. – Режим доступа: www/ URL: http://uecs.ru/uecs-54-542013/item/2197-2013-06-18-06-14-00
  13. Обзор рынка недвижимости Украины [Электронный ресурс]. – Режим доступа: www/ URL: http://www.colliers.com/~/media/ B2ECBCBA6E0B49809 B7A2474C451F73D.ashx
  14. Baum, A. (2009). Commercial Real Estate Investment: A Strategic Approach. Ed. 2. London: Short Run Press, 381.
  15. Greene, W. H. (2000). Econometric analysis. Ed. 4. Saddle River, NJ: Prentice-Hall, 1075.
  16. Thompson, Ph. An introduction to real estate investment analysis: a tool kit reference for private investors. Available: http://www.thompsonlaw.ca/pdf_folder/ RE_Inv_intro.pdf
  17. America's Rental Housing: Evolving Markets and Needs. Joint Center for Housing Studies of Harvard University. Available: www/ URL: http://www.jchs.harvard.edu/americas-rental-housing
  18. MacQueen, J. (1967). Some methods for classification and analysis of multivariate observations. University of California Press, 297.
  19. Surhone, L., Timpledon, M., Marseken, S. (2010). Real State Development. Germany: VDM Publishing, 100.
  20. Hribovskii, C. B., Sivets, S. A. (2008). Matematicheskie metody otsenki stoimosti nedvizhimoho imushchestva. M.: Finansy i statistika, 368.
  21. Sternik, H. M. Matematicheskie osnovy metodolohii diskretnoho prostranstvenno-parametricheskoho modelirovaniia rynka nedvizhimosti. Available: http://www.realtymarket.ru.
  22. Sternik, H. M. (2007). Tseny predlozheniia na rynke zhil'ia horodov Rossii: analiz i prohnoz. M.: SterniksKonsaltinh,180 s.
  23. Sevost'ianov, A. V. (2007). Ekonomika nedvizhimosti. M.: KolosS, 281.
  24. Sternik, H. M. Kontseptsiia analiza rynka nedvizhimosti, edinaia dlia stran – chlenov SEREAN. Available: http://realtymarket.ru/konferencii/Sternik-G.M.-Koncepciya-analiza-rinka-nedvijimosti-edinaya- dlya-stran- lenov- SEREAN.html
  25. Otsenka razvitiia rehional'noho rynka nedvizhimosti na osnove panel'noho analiza. Available: http://uecs.ru/uecs-54-542013/item/2197-2013-06-18-06-14-00
  26. Obzor rynka nedvizhimosti Ukrainy. Available: http://www.colliers.com/ ~/media/ B2ECBCBA6E0B49809 B7A2474C451F73D.ashx

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Published

2014-02-06

How to Cite

Булаенко, Д. В. (2014). Principles, methods and modern trends in analysis of residential real estate market. Technology Audit and Production Reserves, 1(5(15), 47–49. https://doi.org/10.15587/2312-8372.2014.21742

Issue

Vol. 1 No. 5(15) (2014): Quality of technologies - quality of life for

Section

Economics of quality

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Copyright (c) 2016 Диана Владимировна Булаенко

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