Generalizations and Extensions

Previous chapters have given the hows and whys of wavelets, and have discussed wavelet applications in statistics. The one-dimensional wavelet transform that has been the primary focus is only a small portion of all wavelet-based methods available. In this chapter, we give an overview of some of the important extensions of standard wavelet methods, and briefly consider their uses in statistics.