Wavelet Analysis
Subsections:
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.