@article{causaldrivenattributioncdaestimatingchan, title = {Causal-driven attribution (CDA): Estimating channel influence without user-level data}, author = {Georgios Filippou and Boi Mai Quach and Diana Lenghel and Arthur White and Ashish Kumar Jha}, year = {2025}, eprint = {2512.21211}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.21211}, }