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Use of Statistical Models for Simulating Transactions on the Real Estate Market

Author

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  • Cellmer Radosław

    (assoc. prof., PhD The Faculty of Geodesy, Geospatial and Civil Engineering University of Warmia and Mazury in Olsztyn)

  • Szczepankowska Katarzyna

    (M. Sc. The Faculty of Geodesy, Geospatial and Civil Engineering University of Warmia and Mazury in Olsztyn)

Abstract

The regularities and relations between real estate prices and the factors that shape them may be presented in the form of statistical models, thanks to which the diagnosis and prediction of prices is possible. A formal description of empirical observation presented in the form of regressive models also offers a possibility for creating certain phenomena in a virtual dimension. Market phenomena cannot be fully described with the use of determinist models, which clarify only a part of price variation. The predicted price is, in this situation, a special case of implementing a random function. Assuming that other implementations are also possible, regressive models may constitute a basis for simulation, which results in the procurement of a future image of the market.

Suggested Citation

  • Cellmer Radosław & Szczepankowska Katarzyna, 2015. "Use of Statistical Models for Simulating Transactions on the Real Estate Market," Real Estate Management and Valuation, Sciendo, vol. 23(2), pages 102-111, June.
  • Handle: RePEc:vrs:remava:v:23:y:2015:i:2:p:102-111:n:9
    DOI: 10.1515/remav-2015-0019
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