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Volumn 34, Issue 4, 2008, Pages 2819-2825

Online option price forecasting by using unscented Kalman filters and support vector machines

Author keywords

Hybrid forecasting; Neural network; Online forecasting; Support vector machine; Unscented Kalman filter

Indexed keywords

FINANCIAL DATA PROCESSING; KALMAN FILTERS; MATHEMATICAL MODELS; NEURAL NETWORKS; ONLINE SYSTEMS; SUPPORT VECTOR MACHINES;

EID: 38649093286     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2007.05.018     Document Type: Article
Times cited : (43)

References (12)
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    • Black, F.1    Scholes, M.S.2
  • 2
    • 45249128876 scopus 로고
    • Combining forecasts: A review and annotated bibliography with discussion
    • Clemen R. Combining forecasts: A review and annotated bibliography with discussion. International Journal of Forecasting 5 (1989) 559-608
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    • Clemen, R.1
  • 5
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    • Julier, S. J., & Uhlmann, J. K. (1997). A new extension of the Kalman filter to nonlinear systems. In The proceedings of AeroSense: the 11th international symposium on aerospace/defense sensing, simulation and controls, multi sensor fusion, tracking and resource management II, SPIE.
    • Julier, S. J., & Uhlmann, J. K. (1997). A new extension of the Kalman filter to nonlinear systems. In The proceedings of AeroSense: the 11th international symposium on aerospace/defense sensing, simulation and controls, multi sensor fusion, tracking and resource management II, SPIE.
  • 6
    • 0000681384 scopus 로고
    • The accuracy of combining judgemental and statistical forecasts
    • Lawerence M.J., Edmundson R.H., and O'Connor M.J. The accuracy of combining judgemental and statistical forecasts. Management Science 32 (1986) 1521-1532
    • (1986) Management Science , vol.32 , pp. 1521-1532
    • Lawerence, M.J.1    Edmundson, R.H.2    O'Connor, M.J.3
  • 9
    • 0036074753 scopus 로고    scopus 로고
    • Combined forecasts from linear and nonlinear time series models
    • Terui N., and Dijk H.K. Combined forecasts from linear and nonlinear time series models. International Journal of Forecasting 18 (2002) 421-438
    • (2002) International Journal of Forecasting , vol.18 , pp. 421-438
    • Terui, N.1    Dijk, H.K.2
  • 12
    • 0037243071 scopus 로고    scopus 로고
    • Times series forecasting using a hybrid ARIMA and neural network model
    • Zhang G.P. Times series forecasting using a hybrid ARIMA and neural network model. Neurocomputing 50 (2003) 159-175
    • (2003) Neurocomputing , vol.50 , pp. 159-175
    • Zhang, G.P.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.