The paper is devoted to the problem of a choice between various regression models for asking price of used cars. Different models can be obtained with the help of different estimators which can be adopted during the process of identification of model parameters. We compare models obtained using prior information with the ones obtained with the help of ignoring the information LS-estimator.
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