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Description - Neural Networks in Finance by Paul D. McNelis

This book explores the intuitive appeal of neural networks and the genetic algorithm in finance. It demonstrates how neural networks used in combination with evolutionary computation outperform classical econometric methods for accuracy in forecasting, classification and dimensionality reduction. McNelis utilizes a variety of examples, from forecasting automobile production and corporate bond spread, to inflation and deflation processes in Hong Kong and Japan, to credit card default in Germany to bank failures in Texas, to cap-floor volatilities in New York and Hong Kong.

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Book Details

ISBN: 9780124859678
ISBN-10: 0124859674
Format: Hardback
(229mm x 152mm x mm)
Pages: 256
Imprint: Academic Press Inc
Publisher: Elsevier Science Publishing Co Inc
Publish Date: 22-Dec-2004
Country of Publication: United States

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Author Biography - Paul D. McNelis

By Paul D. McNelis

Books By Paul D. McNelis