Estimation of parameters of multiplicative exponential function model for real estate market value prediction

Baranska, Anna

The basis of modelling real estate unit values is information on prices and qualities of real estates as subject of market turnover or on market values of representative real estates and their attributes. Such a data set constitutes a representative basis of real estates for analysing the market, meeting all criteria of multidimensional random variable. Among different non-linear functions of many variables, in modelling of a real estate unit price or value, multiplicative exponential function is chosen to be examined in relation to the particular attributes. Exponential form of the function assures positive values of real estates and it permits to describe their variability as a monotone function.

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Document type:Estimation of parameters of multiplicative exponential function model for real estate market value prediction (182 kB - pdf)