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Volumn 14, Issue 4, 2004, Pages 285-297

The profitability of daily stock market indices trades based on neural network predictions: Case study for the S and P 500, the DAX, the TOPIX and the FTSE in the period 1965-1999

Author keywords

[No Author keywords available]

Indexed keywords

FINANCIAL MARKET; PROFITABILITY; STOCK MARKET;

EID: 1542426286     PISSN: 09603107     EISSN: None     Source Type: Journal    
DOI: 10.1080/0960310042000201228     Document Type: Article
Times cited : (67)

References (34)
  • 4
    • 84977707376 scopus 로고
    • Simple technical trading rules and the stochastic properties of stock returns
    • Brock, W., Lakonishok, J. and LeBaron, B. (1992) Simple technical trading rules and the stochastic properties of stock returns, Journal of Finance, 47, 1731-64.
    • (1992) Journal of Finance , vol.47 , pp. 1731-1764
    • Brock, W.1    Lakonishok, J.2    LeBaron, B.3
  • 5
    • 85071343664 scopus 로고    scopus 로고
    • A test for independence based on the correlation dimension
    • Brock, W., Dechert, W. and Scheinkman, J. (1996) A test for independence based on the correlation dimension, Economic Reviews, 15, 197-235.
    • (1996) Economic Reviews , vol.15 , pp. 197-235
    • Brock, W.1    Dechert, W.2    Scheinkman, J.3
  • 7
  • 8
    • 0010063925 scopus 로고    scopus 로고
    • An artificial neural network-GARCH model for international stock return volatility
    • Donaldson, R. G. and Kamstra, M. (1997) An artificial neural network-GARCH model for international stock return volatility, Journal of Empirical Finance, 4, 17-46.
    • (1997) Journal of Empirical Finance , vol.4 , pp. 17-46
    • Donaldson, R.G.1    Kamstra, M.2
  • 9
    • 0000480869 scopus 로고
    • Efficient capital markets: A review of theory and empirical work
    • Fama, E. F. (1976) Efficient capital markets: a review of theory and empirical work, Journal of Finance, 25, 383-417.
    • (1976) Journal of Finance , vol.25 , pp. 383-417
    • Fama, E.F.1
  • 10
    • 84936823605 scopus 로고
    • Permanent and temporary components of stock prices
    • Fama, E. F. and French, K. R. (1988) Permanent and temporary components of stock prices, Journal of Political Economy, 96, 246-73.
    • (1988) Journal of Political Economy , vol.96 , pp. 246-273
    • Fama, E.F.1    French, K.R.2
  • 11
    • 0039988139 scopus 로고
    • Time series forecasting with neural networks: A comparative study using the airline data
    • Faraway, J. and Chatfield, C. (1988) Time series forecasting with neural networks: a comparative study using the airline data, Applied Statistics, 47, 231-50.
    • (1988) Applied Statistics , vol.47 , pp. 231-250
    • Faraway, J.1    Chatfield, C.2
  • 12
    • 0024866495 scopus 로고
    • On the approximate realization of continuous mappings by neural networks
    • Funahashi, K (1989) On the approximate realization of continuous mappings by neural networks, Neural Networks, 2, 183-92.
    • (1989) Neural Networks , vol.2 , pp. 183-192
    • Funahashi, K.1
  • 13
    • 17444450744 scopus 로고    scopus 로고
    • The predictability of security returns with simple technical trading rules
    • Gencay, R. (1998) The predictability of security returns with simple technical trading rules, Journal of Empirical Finance, 5, 347-59.
    • (1998) Journal of Empirical Finance , vol.5 , pp. 347-359
    • Gencay, R.1
  • 14
    • 0012532213 scopus 로고    scopus 로고
    • Moving average rules, volume and the predictability of security returns with feedforward networks
    • Gencay, R. and Stengos, T. (1998) Moving average rules, volume and the predictability of security returns with feedforward networks, Journal of Forecasting, 17, 401-14.
    • (1998) Journal of Forecasting , vol.17 , pp. 401-414
    • Gencay, R.1    Stengos, T.2
  • 15
    • 0024880831 scopus 로고
    • Multilayer feedforward networks are universal approximators
    • Hornik, K., Stinchcombe, M. and White, H. (1989) Multilayer feedforward networks are universal approximators, Neural Networks, 2, 359-66.
    • (1989) Neural Networks , vol.2 , pp. 359-366
    • Hornik, K.1    Stinchcombe, M.2    White, H.3
  • 16
    • 84993911657 scopus 로고
    • A non-parametric approach to pricing and hedging derivative securities via learning networks
    • Hutchinson, J., Lo, A. and Poggio, T. (1994) A non-parametric approach to pricing and hedging derivative securities via learning networks, Journal of Finance, 49, 851-89.
    • (1994) Journal of Finance , vol.49 , pp. 851-889
    • Hutchinson, J.1    Lo, A.2    Poggio, T.3
  • 17
    • 84977718628 scopus 로고
    • Evidence of predictable behaviour of security returns
    • Jegadeesh, N. (1990) Evidence of predictable behaviour of security returns, Journal of Finance, 45, 881-98.
    • (1990) Journal of Finance , vol.45 , pp. 881-898
    • Jegadeesh, N.1
  • 19
    • 0002748218 scopus 로고
    • How neural nets work
    • (Ed.) D. Z. Anderson, American Institute of Physics, New York
    • Lapedes, A., Farber, R. (1988) How neural nets work, in Neural Information Processing Systems (Ed.) D. Z. Anderson, American Institute of Physics, New York.
    • (1988) Neural Information Processing Systems
    • Lapedes, A.1    Farber, R.2
  • 20
    • 0010788842 scopus 로고    scopus 로고
    • Beyond mean-variance: Performance measurement in a nonsymmetrical world
    • Leland, H. E. (1999) Beyond mean-variance: performance measurement in a nonsymmetrical world, Financial Analyst Journal, 55, 27-36.
    • (1999) Financial Analyst Journal , vol.55 , pp. 27-36
    • Leland, H.E.1
  • 21
    • 0002484986 scopus 로고
    • Stock markets prices do not follow random walks: Evidence from a simple specification test
    • Lo, A. and MacKinlay, A. C. (1988) Stock markets prices do not follow random walks: evidence from a simple specification test, The Review of Financial Studies, 1, 41-66.
    • (1988) The Review of Financial Studies , vol.1 , pp. 41-66
    • Lo, A.1    MacKinlay, A.C.2
  • 22
    • 45249127135 scopus 로고
    • The size and the power of the variance ratio test in finite test samples
    • Lo, A. and MacKinlay, A. C. (1989) The size and the power of the variance ratio test in finite test samples, Journal of Econometrics, 40, 203-38.
    • (1989) Journal of Econometrics , vol.40 , pp. 203-238
    • Lo, A.1    MacKinlay, A.C.2
  • 23
    • 0005650578 scopus 로고    scopus 로고
    • Foundations of technical analysis: Computational algorithms, statistical inference, and empirical implementation
    • Lo, A., Mamayski, H. and Wang, J. (2000) Foundations of technical analysis: computational algorithms, statistical inference, and empirical implementation, Journal of Finance, 55, 1705-65.
    • (2000) Journal of Finance , vol.55 , pp. 1705-1765
    • Lo, A.1    Mamayski, H.2    Wang, J.3
  • 25
    • 0002158052 scopus 로고
    • Mean reversion in stock returns: Evidence and implications
    • Poterba, J. and Summers, L. (1988) Mean reversion in stock returns: evidence and implications, Journal of Financial Economics, 22, 27-50.
    • (1988) Journal of Financial Economics , vol.22 , pp. 27-50
    • Poterba, J.1    Summers, L.2
  • 26
    • 0001494605 scopus 로고    scopus 로고
    • Backpropagation: The basic theory
    • (Eds) O. Smolensky, M. C. Moser and D. E. Rumelhart, Lawrence Erbaum Associates, Hillsdale, NJ
    • Rumelhart, D. E., Durbin, R., Golden, R. and Chauvin, Y. (1996) Backpropagation: the basic theory, in Mathematical Perspectives on Neural Networks (Eds) O. Smolensky, M. C. Moser and D. E. Rumelhart, Lawrence Erbaum Associates, Hillsdale, NJ.
    • (1996) Mathematical Perspectives on Neural Networks
    • Rumelhart, D.E.1    Durbin, R.2    Golden, R.3    Chauvin, Y.4
  • 28
    • 0001752951 scopus 로고
    • Mutual fund performance
    • Sharpe, W. F. (1966) Mutual fund performance, Journal of Business, 39, 119-38.
    • (1966) Journal of Business , vol.39 , pp. 119-138
    • Sharpe, W.F.1
  • 29
    • 0000779360 scopus 로고
    • Detecting strange attractors in fluid turbulence
    • (Eds) D. A. Rand and L. S. Young, Springer-Verlag, Berlin
    • Takens, T. (1981) Detecting strange attractors in fluid turbulence, in Dynamical Systems and Turbulence. Lecture Notes in Mathematics (Eds) D. A. Rand and L. S. Young, Springer-Verlag, Berlin.
    • (1981) Dynamical Systems and Turbulence. Lecture Notes in Mathematics
    • Takens, T.1
  • 30
    • 0033435319 scopus 로고    scopus 로고
    • Nonlinear predictability of stock returns using financial and economic variables
    • Qi, M. (1999) Nonlinear predictability of stock returns using financial and economic variables, Journal of Business and Economic Statistics, 17, 419-29.
    • (1999) Journal of Business and Economic Statistics , vol.17 , pp. 419-429
    • Qi, M.1
  • 34
    • 0003123930 scopus 로고    scopus 로고
    • Forecasting with artificial neural networks: The state of the art
    • Zhang, G., Patuwo, B. E. and Hu, M. Y. (1998) Forecasting with artificial neural networks: the state of the art, International Journal of Forecasting, 14, 35-62.
    • (1998) International Journal of Forecasting , vol.14 , pp. 35-62
    • Zhang, G.1    Patuwo, B.E.2    Hu, M.Y.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.