Kernel-based Joint Independence Tests for Multivariate Stationary and Non-stationary Time Series

Zhaolu Liu, Robert L. Peach, Felix Laumann +2

Multivariate time series data that capture the temporal evolution of interconnected systems are ubiquitous in diverse areas. Understanding the complex relationships and potential d…