Computational Finance 1999
ISBN-13:
9780262511070
ISBN-10:
026251107X
Author:
Andrew W. Lo, Blake LeBaron, Yaser S. Abu-Mostafa, Andreas S. Weigend
Publication date:
2000
Publisher:
MIT Press
Format:
Paperback
734 pages
FREE US shipping
Book details
ISBN-13:
9780262511070
ISBN-10:
026251107X
Author:
Andrew W. Lo, Blake LeBaron, Yaser S. Abu-Mostafa, Andreas S. Weigend
Publication date:
2000
Publisher:
MIT Press
Format:
Paperback
734 pages
Summary
Computational Finance 1999 (ISBN-13: 9780262511070 and ISBN-10: 026251107X), written by authors
Andrew W. Lo, Blake LeBaron, Yaser S. Abu-Mostafa, Andreas S. Weigend, was published by MIT Press in 2000.
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Description
This book covers the techniques of data mining, knowledge discovery, genetic algorithms, neural networks, bootstrapping, machine learning, and Monte Carlo simulation.Computational finance, an exciting new cross-disciplinary research area, draws extensively on the tools and techniques of computer science, statistics, information systems, and financial economics. This book covers the techniques of data mining, knowledge discovery, genetic algorithms, neural networks, bootstrapping, machine learning, and Monte Carlo simulation. These methods are applied to a wide range of problems in finance, including risk management, asset allocation, style analysis, dynamic trading and hedging, forecasting, and option pricing. The book is based on the sixth annual international conference Computational Finance 1999, held at New York University's Stern School of Business.
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