Neural Networks in Finance 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Paul D. McNelis 作者

Academic Press

译者

2004-12-22 出版日期

256 页数

USD 74.95 价格

Hardcover

丛书系列

9780124859678 图书编码

Neural Networks in Finance 在线电子书图书标签: finance 金融统计学 Networks AI 神经网络数学 quant

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Neural Networks in Finance 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

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Neural Networks in Finance 在线电子书著者简介

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Neural Networks in Finance 在线电子书 pdf 下载 txt下载 epub 下载 mobi 在线电子书下载

Neural Networks in Finance 在线电子书图书描述

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

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