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

This is a python package developed to determine the joint independence in time series data using Kernel method. The preprint can be accessed here: https://arxiv.org/abs/2305.08529.

The notebooks in the examples directory contain the processing of the data and the implementation of the tests.