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stat.ME2026
Network-Constrained Matching and Randomization-Based Inference for Causal Effects
Zhejia Dong, Youjin Lee
Matching is widely used to mimic randomized experiments by forming matched sets in which treated and control units differ only randomly with respect to observed covariates. However…
stat.ME2025
Disentangling network dependence among multiple variables
Zhejia Dong, Corwin Zigler, Youjin Lee
When two variables depend on the same or similar underlying network, their shared network dependence structure can lead to spurious associations. While statistical associations bet…