Xinyi Liu

Xinyi Liu

PhD Student
Media, Technology, and Society
Northwestern University
xinyiliu[at]u.northwestern.edu

Mitigating Confounder Bias in Observational Studies of Visual Media Effects

Published in 12th International Conference on Computational Social Science, Burlington, USA, 2026

Recommended citation: Liu, X., Peng, Y., & Lu, Y. (2026, July). Mitigating Confounder Bias in Observational Studies of Visual Media Effects. Scheduled at 12th International Conference on Computational Social Science (IC2S2), Burlington, USA.