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Wavelet neural networks : with applications in financial engineering, chaos, and classification /

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 applic...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Alexandridis, Antonis K.
Otros Autores: Zapranis, Achilleas, 1965-
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Hoboken, New Jersey : John Wiley & Sons, Inc., [2014]
Temas:
Acceso en línea:Texto completo
Texto completo
Descripción
Sumario: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.
Descripción Física:1 online resource (xiv, 247 pages)
Bibliografía:Includes bibliographical references and index.
ISBN:9781118596296
1118596293
9781118595503
1118595505
9781118596272
1118596277
9781306685009
1306685001