Cover image for Wavelet neural networks : with applications in financial engineering, chaos, and classification
Title:
Wavelet neural networks : with applications in financial engineering, chaos, and classification
Author:
Alexandridis, Antonis K., author.
ISBN:
9781118596272

9781118595503

9781118592526

9781306685009
Physical Description:
1 online resource (xiv, 247 pages) : illustrations
Abstract:
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.
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