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An investigation of model selection criteria for neural network time series forecasting

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References

1998Forecasting with artificial neural networks:4,225 cited
1983Empirical exchange rate models of the seventies4,115 cited
1998Time Series Forecasting with Neural Networks: A Comparative Study Using the Air Line Data419 cited
1997A Model Selection Approach to Real-Time Macroeconomic Forecasting Using Linear Models and Artificial Neural Networks364 cited

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