Neural Network Models for Time Series Forecasts

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Tim Hill; Marcus O'Connor; William Remus;
  • Journal: Management Science,volume 42,issue 7 July,pages1,082-1,092
  • Related identifiers: doi: 10.1287/mnsc.42.7.1082
  • Subject: neural networks, time series, back propagation

Neural networks have been advocated as an alternative to traditional statistical forecasting methods. In the present experiment, time series forecasts produced by neural networks are compared with forecasts from six statistical time series methods generated in a major f... View more
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