512 citations · 1.1k across the 41 of their papers we have counts for
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stat.ME2023★ 1 cited
Regulation-incorporated Gene Expression Network-based Heterogeneity Analysis
Rong Li, Qingzhao Zhang, Shuangge Ma
Gene expression-based heterogeneity analysis has been extensively conducted. In recent studies, it has been shown that network-based analysis, which takes a system perspective and…
stat.ME2023
The Bayesian Regularized Quantile Varying Coefficient Model
Fei Zhou, Jie Ren, Shuangge Ma +1
The quantile varying coefficient (VC) model can flexibly capture dynamical patterns of regression coefficients. In addition, due to the quantile check loss function, it is robust a…
stat.ME2023★ 3 cited
Locally sparse quantile estimation for a partially functional interaction model
Weijuan Liang, Qingzhao Zhang, Shuangge Ma
Functional data analysis has been extensively conducted. In this study, we consider a partially functional model, under which some covariates are scalars and have linear effects, w…