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Since ANNs model could capture the nonlinearity of time series, it performances well on forecasting time series. Hybrid or combined ANNs with ARMA models are extensively studied and used in financial time series forecasting. But we doubt the necessity to build the hybrid models to forecast time series. Do hybrid models always outperform the single ANNs models? This paper is aimed to answer it. Two...
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