Computational Intelligence Applications to Option Pricing, Volatility Forecasting and Value at Risk

von Fahed Mostafa, Tharam Dillon, Elizabeth Chang

171 Seiten, Hardcover

Kurzbeschreibung des Verlags

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. 

• Reihe: Studies in Computational Intelligence
• Themen: Informatik und Informationstechnologie Informatik Künstliche Intelligenz (KI)
• ISBN: 9783319516660
• Sprache: Englisch
• Erscheinungsdatum: 10.03.2017
• Größe: 23.5 x 15.5 cm
• Verlag: Springer International Publishing