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stat.ME2026
Linear regression with probabilistic networks for network-linked data
Jingnan Zhang, Shiwen Ye, Danyang Huang
Network-linked data combine a network with covariates and responses observed for its nodes. Common regression approaches either model dependence among neighboring responses using t…
stat.ME2026
Quantile Social Autoregressive Model
Liyuan Wang, Danyang Huang, Wei Lan +1
Research on modelling peer effects has predominantly relied on linear-in-means models. However, averaging peer responses prevents these models from capturing the effects of extreme…