Wavelets from a Statistical Perspective

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Focusing on the lifting scheme, this book presents an advanced perspective on wavelets, moving past the limitations of traditional equispaced, dyadic wavelets. It equips researchers with the tools to create customized wavelet and multiresolution analyses tailored to a variety of data types, including images and scattered datasets. This modern approach enhances flexibility and applicability in wavelet theory and its practical implementations.