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Systematic approach to the prediction of the real estate market development
Tauberová, Darina ; Dufek, Zdeněk (referee) ; Suchánek,, Petr (referee) ; Škapa, Stanislav (advisor)
The doctoral thesis deals with the finding of a suitable approach for predicting the development of the residential real estate market, which would also be applicable in the practice of Experts and further develop the appraisal field. It has been found that a delayed multiple linear regression model appears to be appropriate, as confirmed by the verification of this model. The resulting model is also suitable for use in routine Expert practice, thanks to the simplicity of calculation without ownership of any computing program. Expert thanks to the created model is able to predict the development of the real estate market. The result is bound to the accuracy of the input data. All assumptions of regression models have been tested, optimal explanatory variables were selected based on backword regression. The doctoral thesis explains all input data, methods, tests, procedures and detailed modeling.
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Systematic approach to the prediction of the real estate market development
Tauberová, Darina ; Dufek, Zdeněk (referee) ; Suchánek,, Petr (referee) ; Škapa, Stanislav (advisor)
The doctoral thesis deals with the finding of a suitable approach for predicting the development of the residential real estate market, which would also be applicable in the practice of Experts and further develop the appraisal field. It has been found that a delayed multiple linear regression model appears to be appropriate, as confirmed by the verification of this model. The resulting model is also suitable for use in routine Expert practice, thanks to the simplicity of calculation without ownership of any computing program. Expert thanks to the created model is able to predict the development of the real estate market. The result is bound to the accuracy of the input data. All assumptions of regression models have been tested, optimal explanatory variables were selected based on backword regression. The doctoral thesis explains all input data, methods, tests, procedures and detailed modeling.
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