1 citations · 1 across the 2 of their papers we have counts for
3 papers
stat.ME2026★ 1 cited
A Unified Framework for Regularized Estimating Equations via Fixed-Point and Variational Inequality Problems
Archer Y. Yang, Yue Zhao, Yi Lian +2
Many statistics problems are formulated within an estimating equation framework instead of a minimization framework. However, the regularized estimating equations (REE) have been m…
stat.CO2026
Fast Computational Methods for Regularized Estimating Equations
Weihua Shi, Yixuan Li, Yi Lian +2
Estimating equations arise in a wide range of statistical applications, including longitudinal and clustered data analysis, survival analysis, econometrics, and semiparametric infe…
stat.CO2026
Adaptive Sparse Group Lasso Penalized Quantile Regression via Dual ADMM
Huayan Kou, Yuwen Gu, Yi Lian +2
Sparse penalized quantile regression provides an effective framework for variable selection and robust estimation in high-dimensional data analysis. When ex planatory variables are…