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Wavelets in Functional Data Analysis

By Pedro A. Morettin, Aluísio Pinheiro, Brani Vidakovic
eBook
$54.99
By Pedro A. Morettin, Aluísio Pinheiro, Brani Vidakovic
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Wavelet-based procedures are key in many areas of statistics, applied mathematics, engineering, and science. This book presents wavelets in functional data analysis, offering a glimpse of problems in which they can be applied, including tumor analysis, functional magnetic resonance and meteorological data. Starting with the Haar wavelet, the authors explore myriad families of wavelets and how they can be used. High-dimensional data visualization (using Andrews' plots), wavelet shrinkage (a ...

Categories

Science & TechnologyMathematicsMathematics - Applied