Computational Finance 1999

Author： Abu-Mostafa   Yaser S.;LeBaron   Blake;Lo   Andrew W.;Weigend   Andreas S.  

Publisher： MIT Press‎

Publication year： 2000

E-ISBN: 9780262266741

P-ISBN(Paperback): 9780262511070

Subject： F8 Finances

Keyword： BUSINESS & ECONOMICS / Finance / General

Language： ENG

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Computational Finance 1999

Description

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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