Graph Neural Networks for Generalized Mundlak Estimator under Network Confounding

Lianyan Fu, Rui Wang, Zihan Zhang

This paper proposes a generalized Mundlak estimator based on graph neural networks (GME-GNN). The estimator is designed to mitigate bias arising from group-level heterogeneity and…