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Volumn 2358, Issue , 2002, Pages 25-35

A comparison of neural networks with time series models for forecasting returns on a stock market index

Author keywords

[No Author keywords available]

Indexed keywords

COMMERCE; ELECTRONIC TRADING; EXPERT SYSTEMS; FINANCIAL MARKETS; FORECASTING; NEURAL NETWORKS; TIME SERIES;

EID: 33947637749     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-48035-8_4     Document Type: Conference Paper
Times cited : (14)

References (14)
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  • 3
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    • McNelis, P. and Lim, G.C.,.The Efect of the Nikkei and the S&P on the All- Ordinaries: A Comparison of Three Models., International Journal of Finance and Economics, Vol.3, 1998, pp.217-228.
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    • McNelis, P.1    Lim, G.C.2
  • 4
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    • Previsão de Séries de Tempo na Presença de Mudanças Estruturais: Redes Neurais Artificiais e modelos estruturais
    • Corrêa, W. R. and Portugal, M.S. 1998. Previsão de Séries de Tempo na Presença de Mudanças Estruturais: Redes Neurais Artificiais e modelos estruturais, Economia Aplicada, V. 2 N.3, pp. 486-514.
    • (1998) Economia Aplicada , vol.2 , Issue.3 , pp. 486-514
    • Corrêa, W.R.1    Portugal, M.S.2
  • 5
    • 84943262269 scopus 로고    scopus 로고
    • Forecasting Level and Volatility of High Frequency Exchange Rate Data
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    • (1996) Working Paper in Financial Economics , vol.9 , pp. 1-5
    • Toulson, S.1
  • 7
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    • The Variation of Certain Speculative Prices
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    • (1963) Journal of Business , vol.36 , pp. 394-419
    • Mandelbrot, B.1
  • 8
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    • Generalized Autoregressive Conditional Heteroskedasticity
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    • (1986) Journal of Econometrics , vol.1 , pp. 307-327
    • Bollerslev, T.1
  • 12
    • 0000051984 scopus 로고
    • Autoregressive Conditional Heteroskedasticity with Estimates of the Variance of U.K. Inflation
    • Engle, R. F., .Autoregressive Conditional Heteroskedasticity with Estimates of the Variance of U.K. Inflation., Econometrica, Vol. 50, 1982, pp. 987-1008.
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  • 13
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    • An artificial neural network-GARCH model for international stock return volatility
    • Donaldson, R. G. and Kamstra M., .An artificial neural network-GARCH model for international stock return volatility., Journal of Empirical Finance, Vol.4, 1997, pp. 17-46.
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