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

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

Hardback (10 Mar 2017)

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Publisher's Synopsis

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.
 

Book information

ISBN: 9783319516660
Publisher: Springer International Publishing
Imprint: Springer
Pub date:
DEWEY: 332.015195
DEWEY edition: 23
Language: English
Number of pages: 171
Weight: 4026g
Height: 235mm
Width: 155mm
Spine width: 13mm