@article{identifyingandestimatingcausaldirecteffe, title = {Identifying and Estimating Causal Direct Effects Under Unmeasured Confounding}, author = {Philippe Boileau and Nima S. Hejazi and Ivana Malenica and Peter B. Gilbert and Sandrine Dudoit and Mark J. van der Laan}, year = {2026}, eprint = {2604.01501}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.01501}, }