Conditional Local Independence Testing with Application to Dynamic Causal Discovery
- CML
Main:23 Pages
Bibliography:3 Pages
Appendix:43 Pages
Abstract
In this note, we extend the conditional local independence testing theory developed in Christgau et al. (2024) to Ito processes. The result can be applied to causal discovery in dynamic systems.
View on arXiv@article{liu2025_2506.07844,
title={ Conditional Local Independence Testing for Dynamic Causal Discovery },
author={ Mingzhou Liu and Xinwei Sun and Yizhou Wang },
journal={arXiv preprint arXiv:2506.07844},
year={ 2025 }
}Comments on this paper