Published in «Russian Journal of Housing Research»3 / 2019
DOI: 10.18334/zhs.6.3.40964

The role of multivariate modeling in residential property valuation and consumer demand forecasting

Sirotkin Viktor Anatolevich, The Ural Federal University named after the first President of Russia B. N. Yeltsin, Graduate School of Economics and Management, Russia

Zhelenkova Veronika Sergeevna, Ural Federal University named after the first President of Russia B.N.Yeltsin, Russia

Kozhevnikova Olga Sergeevna, The Ural Federal University named after the first President of Russia B. N. Yeltsin, Graduate School of Economics and Management, Russia

Chikurova Anna Mikhaylovna, Ural Federal University named after the first President of Russia B.N.Yeltsin, Russia

Роль многофакторного моделирования в оценке стоимости жилой недвижимости и прогнозировании потребительского спроса - View in Russian

Abstract:
The article assesses the existing trends in the residential real estate market. The factors which have the greatest impact on the cost of residential real estate are identified and systematized in the form of a matrix. Their justification with the help of economic and mathematical methods is made. The authors conclude that the use of economic-mathematical methods, the analysis of the real estate market will allow government agencies and development companies to make management decisions aimed at improving its accessibility taking into account the interests of the majority.

Keywords:

addiction, demand, economic-mathematical methods, factors, housing, housing fund, investments, model, municipality, statistical methods, supply

JEL-Classification: L74, R31, R32

Citation:
Sirotkin V.A., Zhelenkova V.S., Kozhevnikova O.S., Chikurova A.M. (2019). The role of multivariate modeling in residential property valuation and consumer demand forecasting [Rol mnogofaktornogo modelirovaniya v otsenke stoimosti zhiloy nedvizhimosti i prognozirovanii potrebitelskogo sprosa]. Russian Journal of Housing Research, 6(3). (in Russian). – doi: 10.18334/zhs.6.3.40964.


References (transliterated):
Arefin A.V. (2015). Faktory tsenoobrazovaniya na rynke arendy zhiloy nedvizhimosti [Pricing Factors in the Residential Rental Property Market]. Russian Journal of Housing Research. 2 (4). 253-266. (in Russian). doi: 10.18334/zhs.2.4.1898.
Borovskikh O.N. (2018). Osnovnye faktory, opredelyayuschie stoimost zemelnogo uchastka pod individualnoe zhilischnoe stroitelstvo (na primere g. Kazan) [The main factors that determine the value of a land plot for individual housing construction (for example, Kazan)]. Russian Journal of Housing Research. 5 (3). 367-382. (in Russian). doi: 10.18334/zhs.5.3.39437.
Delgado M., Porter M. E., Stern S. (2014). Clusters, convergence, and economic performance Research Policy. (43). 1785–1799.
Gareev I.F. (2016). Mezhdunarodnye zhurnaly po zhilischnym issledovaniyam: analiz publikatsiy i naukometricheskikh pokazateley (chast 4) [International Journal of Housing Research: analysis of publications and scientometric indicators (part 4)]. Russian Journal of Housing Research. 3 (4). 313-325. (in Russian). doi: 10.18334/zhs.3.4.37143.
Gareev I.F. (2018). Zhilischnye issledovaniya v Rossiyskoy Federatsii: sostoyanie, tseli, instituty [Housing studies in the Russian Federation: status, goals, institutions]. Russian Journal of Housing Research. 5 (2). 211-238. (in Russian). doi: 10.18334/zhs.5.2.39550.
Gattunen N.A. (2016). Zhilischnaya politika Rossii: tendentsii, problemy, perspektivy [Housing policy in russia: tendencies, problems, perspectives]. Uchenye zapiski Krymskogo federalnogo universiteta imeni V.I. Vernadskogo. Ekonomika i upravlenie. 2 (4). 15-24. (in Russian).
Kholodilin K.A. (2019). Mirovye tendentsii gosudarstvennoy zhilischnoy politiki [Global trends of state housing policy]. Russian Journal of Housing Research. 6 (1). 9-44. (in Russian). doi: 10.18334/zhs.6.1.40121.
Kibataeva A.N., Grubov A.P. (2014). Problemy statisticheskogo issledovaniya razvitiya selskogo rynka zhilya na regionalnom urovne [Problems of statistical research of the rural housing market development at the regional level]. Bulletin of Orenburg State Agrarian University. (6). 181-185. (in Russian).
Mamedova S.S. (2010). Analiz vzaimosvyazannosti protsessov na rynke nedvizhimosti [The analysis of the interrelatedness of processes in the real estate market]. Herald of the Belgorod University of Cooperation, Economics and Law. (2). 255-261. (in Russian).
Mandell S., Wilhelmsson M. (2011). Willingness to Pay for Sustainable Housing Journal of Housing Research. 20 (1). 35-51.
Mints V.M. (2008). Printsipy prognozirovaniya dinamiki tsen na zhiluyu nedvizhimost [Principles of forecasting the dynamics of prices for residential property]. Privity in the Russian Federation. (1). 35-42. (in Russian).
Ovsyannikova T.Yu., Rabtsevich O.V., Yugova I.V. (2018). Disproportsii na rynke zhilischnyh investitsiy: analiz prichin i otsenka posledstviy [Imbalances in the housing investment: an analysis of the causes and impact assessment]. Russian Journal of Housing Research. 5 (4). (in Russian). doi: 10.18334/zhs.5.4.39694.
Rodionova, N.V. (2009). Spetsifika tsenoobrazovaniya na rynke zhilya i faktory, vliyayuschie na tsenu nedvizhimosti [Specificity of pricing on The market of habitation and the factors influencing the prices of the real estate]. Audit and financial analysis. (2). 406–411. (in Russian).
Silje Eretveit (2016). Theis Theisen Efficiency and Justice in the Market for Cooperative Dwellings The International Real Estate Review. (3). 297-326.
Simons R. A., Seo Yo. (2015). Rosenfeld P. Modeling the Effects of Refinery Emissions on Residential Property Values Journal of Real Estate Research. 37 (3). 321–342..
Sirotkin V.A. (2016). Klasterizatsiya regionalnogo rynka nedvizhimosti na primere Sverdlovskoy oblasti [Clustering of the regional real estate market: the example of Sverdlovsk region]. Russian Journal of Housing Research. 3 (3). 163-178. (in Russian). doi: 10.18334/zhs.3.3.36509.
Sternik S.G., Sternik G.M. (2018). Metodika prognozirovaniya obemov vvoda na lokalnom rynke stroitelstva i prodazhi zhilya [Methods of forecasting the input volume in the local market of housing construction and sales]. Russian Journal of Housing Research. 5 (2). 137-152. (in Russian). doi: 10.18334/zhs.5.2.39142.
Uchinina T. V., Nour M. V., Ayupova Z. V., Korneeva S. S. (2017). Obzor sovremennoy situatsii na rynke zhiloy nedvizhimosti [An overview of the current situation on the residential real estate market]. The young scientist. (9). 453-456. (in Russian).
William Miles Contagion (2016). Interdependence and Diversification across Regional UK Housing Markets The International Real Estate Review. (3). 327-351.
Yunus N. (2012). Modeling Relationships among Securitized Property Markets, Stock Markets, and Macroeconomics Variables Journal of Real Estate Research. 34 (2). 127–156.
Sayt Domofond.ruDomofond.ru. Retrieved from https://www.domofond.ru.
Sayt Nedvizhimosty v EkaterinburgeNedvizhimosty v Ekaterinburge. Retrieved from https://ekaterinburg.n1.ru/