2 papers
stat.CO2026
Optimal Poisson subsampling for quantile regression with large-scale longitudinal data
Chunjing Li, Jiahui Zhang, Xiaohui Yuan
To address the computational challenges arising from large-scale longitudinal data, an optimal Poisson subsampling algorithm is proposed for quantile regression. The proposed metho…
stat.CO2025
Optional subsampling for generalized estimating equations in growing-dimensional longitudinal Data
Chunjing Li, Jiahui Zhang, Xiaohui Yuan
As a powerful tool for longitudinal data analysis, the generalized estimating equations have been widely studied in the academic community. However, in large-scale settings, this a…