Conditional Local Independence Testing with Application to Dynamic Causal Discovery

Mingzhou Liu, Xinwei Sun, Yizhou Wang

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.

picture_as_pdf flag

Knowledge Graph

arrow_drop_up

Comments

Sign up or login to leave a comment