@article{localmarkovequivalenceandlocalcausal, title = {Local Markov Equivalence and Local Causal Discovery for Identifying Controlled Direct Effects}, author = {Timothée Loranchet and Charles K. Assaad}, year = {2025}, eprint = {2505.02781}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.02781v1}, }