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…