Optimal subsampling for $$L_p$$-quantile regression via decorrelated score

Author:

Li Xing,Shao Yujing,Wang LeiORCID

Funder

National Natural Science Foundation of China

Publisher

Springer Science and Business Media LLC

Reference25 articles.

1. Ai M, Wang F, Yu J, Zhang H (2021) Optimal subsampling for large-scale quantile regression. J Complex 62:101512

2. Ai M, Yu J, Zhang H, Wang H (2018). Optimal subsampling algorithms for big data generalized linear models. arXiv: 1806.06761v1

3. Cheng C, Feng X, Huang J, Liu X (2022) Regularized projection score estimation of treatment effects in high-dimensional quantile regression. Stat Sin 32(1):23–41

4. Efron B (1991) Regression percentiles using asymmetric squared error loss. Stat Sin 1:93–125

5. Fang EX, Ning Y, Li R (2020) Test of significance for high-dimensional longitudinal data. Ann Stat 48(5):2622–2645

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