Nonparametric econometric modelling: A neural network approach

Nonparametric econometric modelling: A neural network approach

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Article ID: iaor19982395
Country: Netherlands
Volume: 89
Issue: 3
Start Page Number: 581
End Page Number: 592
Publication Date: Mar 1996
Journal: European Journal of Operational Research
Authors:
Keywords: economics
Abstract:

Neural networks have received a great deal of attention from many researchers. One of the advantages of neural networks is their ability to generalize from real world data. This paper proposes a neural network approach to nonparametric econometric modelling. A real-life-data example of modelling an expenditure system shows the use of the proposed neural network method in nonparametric modelling.

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