15 citations · 15 across the 3 of their papers we have counts for
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stat.ME2026
A Propagation Framework for Network Regression
Yingying Ma, Chenlei Leng
We introduce a unified and computationally efficient framework for regression on network data, addressing limitations of existing models that require specialized estimation procedu…
stat.ME2025
Generalized Correlation Regression for Disentangling Dependence in Clustered Data
Yibo Wang, Chenlei Leng, Cheng Yong Tang
Clustered and longitudinal data are pervasive in scientific studies, from prenatal health programs to clinical trials and public health surveillance. Such data often involve non-Ga…
stat.ME2016★ 15 cited
Statistical Inference in a Directed Network Model with Covariates
Ting Yan, Binyan Jiang, Stephen E. Fienberg +1
Networks are often characterized by node heterogeneity for which nodes exhibit different degrees of interaction and link homophily for which nodes sharing common features tend to a…