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Computational Intelligence Applications to Option Pricing, Volatility Forecasting and Value at Risk
Hoofdkenmerken
Auteur: Fahed Mostafa; Tharam Dillon; Elizabeth Chang
Titel: Computational Intelligence Applications to Option Pricing, Volatility Forecasting and Value at Risk
Uitgever: Springer Nature
ISBN: 9783319516684
ISBN boekversie: 9783319516660
Prijs: € 143,87
Verschijningsdatum: 28-02-2017
Inhoudelijke kenmerken
Categorie: Intelligence (AI) & Semantics
Taal: English
Imprint: Springer
Technische kenmerken
Verschijningsvorm: E-book
 

Inhoudsopgave:

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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