Understanding Wavelet Transforms

Discussing Wavelet Transform for Time Series Analysis

If you work with time series long enough, you eventually run into a basic problem: most tools either tell you what frequencies exist or when things happened, but not both in a clean way.

The classical Fourier transform is a perfect example. It decomposes a signal into sine waves and tells you the frequency content. That’s powerful, but it assumes the sig…