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基于小波网络的上证指数预测实证分析 被引量:3

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摘要 本文利用小波分析与神经网络构造的小波神经网络模型,对金融时间序列上证指数进行预测。将预测结果与实际值进行比较,结果表明,小波神经网络方法预测效果优于传统神经网络模型。
出处 《时代金融》 2011年第8X期146-146,共1页 Times Finance
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  • 1FELDMANN A,GILBERT AC,WILLINGER W,et al.Looking behind and beyond self-similarity:Scaling phenomena in measured WAN traffic[A ].Proceedings of 35th Annual Allerton Conference on Communication,Control,and Computing[C],1997.269-280.
  • 2LELAND WE,TAQQU MS,WILLINGER W,et al.On the self-similar nature of ethernet traffic[J].IEEEE/ACM Transaction on Networking,1994,2(1):1-15.
  • 3WILLINGER W,TAQQU MS,SHERMAN R,et al.Self-Similarity Through High-Variability:Statistical analysis of ethernet LAN traffic at the source level[A].Proceedings of the ACM S IGCOMM'95[C],1995.
  • 4HOMIK KM,STINCHCOME M,WHITE H.Multilayer feedforward network universal approximators[J].Neural Network,1989,2(2):259-366.
  • 5焦李成.神经网络系统理论[M].西安:西安电子科技大学出版社,1995..
  • 6Liao T W.Clustering of Time Series Data--A Survey[J].Pattern Recognition,2005,38(11):1857-1874.
  • 7Reis E,Salazar E,Gamerman D.Comparison of Sampling Schemes for Dynamic Linear Models[J].International Statistical Review,2006,74(2):203-214.
  • 8Elfeky M,Aref W,Elmagarmid A K.Periodicity Detection in Time Series Databases[J].IEEE Transactions on Knowledge and Data Engineering,2005,17(7):875-887.
  • 9Singh S.Noise Impact on Time-series Forecasting Using an Intelligent Pattern Matching Technique[J].Pattern Recognition,1999,32(8):1389-1398.

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