Neural networks in finance : gaining predictive edge in the market /
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TextSeries: Academic Press advanced finance seriesPublication details: Burlington, MA : Elsevier Academic Press, c2005.Description: xv, 243 pISBN: - 0124859674
- 9780124859678
- 332.0285'632 MCN
- HG4012.5 .M38 2005
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| 332.024'6176 FEL Personalized guide to financial planning / | 332.0285'5133 PFA Financial risk modelling and portfolio optimization with R / | 332.0285’632 MCN Neural networks in finance : | 332.0285’632 MCN Neural networks in finance : | 332.041'091724 STE Capital absorptive capacity in developing countries / | 332.041'0981 EVA Dependent development : | 332.0414'091724 AMA Investment appraisal in developing countries / |
Includes bibliographical references p. ( [221]-231).
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.
rpm 09/05/13
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