Regime Identification for Improving Causal Analysis in Non-stationary Timeseries

Wasim Ahmad, Maha Shadaydeh, Joachim Denzler

Time series data from real-world systems often display non-stationary behavior, indicating varying statistical characteristics over time. This inherent variability poses significan…