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stat.ME2024
Perturbation-Robust Predictive Modeling of Social Effects by Network Subspace Generalized Linear Models
Jianxiang Wang, Can M. Le, Tianxi Li
Network-linked data, where multivariate observations are interconnected by a network, are becoming increasingly prevalent in fields such as sociology and biology. These data often…
stat.ME2024
Multivariate Inference of Network Moments by Subsampling
Mingyu Qi, Chen-Wei Hua, Tianxi Li +1
Network moments--rescaled counts of motifs such as stars and triangles--are fundamental summaries of network structure, widely used in goodness-of-fit testing, model selection, and…