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most citedA Unified Framework for Regularized Estimating Equations via Fixed-Point and Variational Inequality Problems

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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…