Optimal decorrelated score subsampling for high-dimensional generalized linear models under measurement constraints
Author:
Affiliation:
1. School of Statistics and Data Science, KLMDASR, LEBPS and LPMC, Nankai University, China
2. Department of Mathematics, City University of Hong Kong, China
Publisher
Informa UK Limited
Link
https://www.tandfonline.com/doi/pdf/10.1080/10618600.2024.2402896
Reference28 articles.
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2. Chakrabortty A. and T. Cai (2018). Efficient and adaptive linear regression in semi-supervised settings. The Annals of Statistics 46 (4) 1541–1572.
3. Chapelle O. B. Scholkopf and A. Zien (2009). Semi-supervised learning. IEEE Transactions on Neural Networks 20 (3) 542–542.
4. Cheng C. X. Feng J. Huang and X. Liu (2022). Regularized projection score estimation of treatment effects in high-dimensional quantile regression. Statistica Sinica 32 (1) 23–41.
5. Duan R. Y. Ning and Y. Chen (2022). Heterogeneity-aware and communication-efficient distributed statistical inference. Biometrika 109 (1) 67–83.
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