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

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Paul D. McNelis

Academic Press

2004-12-22

256

USD 74.95

Hardcover

9780124859678

图书标签: finance 金融统计学 Networks AI 神经网络数学 quant

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发表于2024-12-27

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

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

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

Neural Networks in Finance 下载 mobi epub pdf txt 电子书