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Wavelet Neural Networks - With Applications in Financial Engineering, Chaos, and Classification

Language EnglishEnglish
Book Hardback
Book Wavelet Neural Networks - With Applications in Financial Engineering, Chaos, and Classification Antonis K. Alexandridis
Libristo code: 02398852
Publishers John Wiley & Sons Inc, May 2014
Through extensive examples and case studies, Wavelet Neural Networks provides a step-by-step introdu... Full description
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Through extensive examples and case studies, Wavelet Neural Networks provides a step-by-step introduction to modeling, training, and forecasting using wavelet networks. The acclaimed authors present a statistical model identification framework to successfully apply wavelet networks in various applications, specifically, providing the mathematical and statistical framework needed for model selection, variable selection, wavelet network construction, initialization, training, forecasting and prediction, confidence intervals, prediction intervals, and model adequacy testing. The text is ideal for MBA students as well as researchers and practitioners. Various methodologies are separated into the appropriate procedural stages to facilitate understanding.

About the book

Full name Wavelet Neural Networks - With Applications in Financial Engineering, Chaos, and Classification
Language English
Binding Book - Hardback
Date of issue 2014
Number of pages 264
EAN 9781118592526
ISBN 1118592522
Libristo code 02398852
Weight 552
Dimensions 166 x 241 x 20
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