Financial Time-Series Denoising with Wavelet Transforms

Financial time-series data can be decomposed into two parts: systematic pattern, and random noise. The effect of the random noise is often to obscure the systematic pattern and make it more difficult to detect and model. This tutorial explores denoising with Wavelet Transforms.