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Overview

Wavelets are a versatile tool for understanding and analyzing data, with important applications in nonparametric modeling, pattern recognition, feature identification, data compression, and image analysis. Wavelets provide a description of your data that localizes information at a range of scales and positions. Moreover, they can be computed very efficiently, and there is an intuitive and elegant mathematical theory to guide you in applying them.

Some Brief Mathematical Preliminaries