How Does the Uncertainty Principle Limit Time Series Analysis?

Why we can’t extract precise time and frequency information from a time series mutually, and how wavelet analysis can tackle this limitation 1. Introduction The connection between the Fourier Transform, Uncertainty Principle, and time series analysis unveils a fascinating interplay that shapes the extraction of simultaneous temporal and frequency information. To understand this relationship, it’s […]