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

Language EnglishEnglish
Book Paperback
Book Computational Intelligence Applications to Option Pricing, Volatility Forecasting and Value at Risk FAHED MOSTAFA
Libristo code: 19534762
Publishers Springer International Publishing AG, May 2018
This book demonstrates the power of neural networks in learning complex behavior from the underlying... Full description
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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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About the book

Full name Computational Intelligence Applications to Option Pricing, Volatility Forecasting and Value at Risk
Author FAHED MOSTAFA
Language English
Binding Book - Paperback
Date of issue 2018
Number of pages 171
EAN 9783319847139
ISBN 9783319847139
Libristo code 19534762
Publishers Springer International Publishing AG
Weight 454
Dimensions 155 x 235 x 11

Categories

Economics, Finance, Business & Management > Economics > Macroeconomics
Economics, Finance, Business & Management > Business & Management > Operational research
Computing & Information Technology > Computer science > Artificial intelligence
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