Free Neural Networks in Finance

Neural Networks in Finance
By:Paul D. McNelis
Published on 2005 by Academic Press

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. * Offers a balanced, critical review of the neural network methods and genetic algorithms used in finance * Includes numerous examples and applications * Numerical illustrations use MATLAB code and the book is accompanied by a website

This Book was ranked at 30 by Google Books for keyword finance.

Book ID of Neural Networks in Finance's Books is QHruQkVnvJwC, Book which was written byPaul D. McNelishave ETAG "4aNcgl+uCDU"

Book which was published by Academic Press since 2005 have ISBNs, ISBN 13 Code is 9780124859678 and ISBN 10 Code is 0124859674

Book which have "243 Pages" is Printed at BOOK under CategoryBusiness and Economics

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