Computational Intelligence Applications To Option Pricing, Volatility Forecasting And Value At Risk

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    Computational Intelligence Applications to Option Pricing, Volatility Forecasting and Value at Risk
    By: Fahed Mostafa; Tharam Dillon; Elizabeth Chang
    Publisher:
    Springer
    Print ISBN: 9783319516660, 3319516663
    eText ISBN: 9783319516684, 331951668X
    Copyright year: 2017
    Format: EPUB
    Available from $ 139.00 USD
    SKU 9783319516684
    This book demonstrates the power of neural networks in learning complex behavior from the underlying financial time series data. The results presented also show how neural networks can successfully be applied to volatility modeling, option pricing, and value-at-risk modeling. These features mean that they can be applied to market-risk problems to overcome classic problems associated with statistical models.
     

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