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V. Timofeev

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Author: V. Timofeevclear all
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4th International Multidisciplinary Scientific Conference on Social Sciences and Arts SGEM 2017
Publication

PREDICTING HOUSE PRICES USING BOTH GEOGRAPHICALLY WEIGHTED REGRESSION AND KRIGING METHODS

(STEF92 Technology, 2017, A. Timofeeva, V. Timofeev)

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The problem of estimating the price of residential real estate is considered. For its solution it is proposed to use hedonic house price models such as local spatial models: geographically weighted regression and kriging. They attempt to explain variation in house prices using property structural and location characteristics. To improve the quality of construction of a variogram model, it is proposed to use robust methods. Methods are compared based on real data on the house prices in the city of Novosibirsk. The ...

SOCIAL SCIENCES: Section Urban Studies and Smart Cities2017
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