Two-stage communication-efficient distributed sparse <i>M</i>-estimation with missing data-Reference-Cited by-同舟云学术

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Two-stage communication-efficient distributed sparse M-estimation with missing data

Published:2023-04-12 Issue:3 Volume:57 Page:617-636
ISSN:0233-1888
Container-title:Statistics
language:en
Short-container-title:Statistics

Author:

Zhang Xudong¹,Zhang Ting²,Wang Lei¹

Affiliation:

1. School of Statistics and Data Science, KLMDASR, LEBPS and LPMC, Nankai University, Tianjin, People's Republic of China

2. School of Mathematics and Statistics, Nanjing University of Information Science and Technology, Nanjing, People's Republic of China

Funder

Central Universities and the National Natural Science Foundation of China

Publisher

Informa UK Limited

Subject

Statistics, Probability and Uncertainty,Statistics and Probability

Link

https://www.tandfonline.com/doi/pdf/10.1080/02331888.2023.2201505

Reference26 articles.

1. Divide and conquer in nonstandard problems and the super-efficiency phenomenon

2. Battey H, Fan J, Liu H, et al. Distributed estimation and inference with statistical guarantees; 2015. arXiv preprint arXiv:1509.05457.

3. Distributed estimation of principal eigenspaces

4. Lee JD, Sun Y, Liu Q, et al. Communication-efficient sparse regression: a one-shot approach; 2015. arXiv preprint arXiv:1503.04337.

5. On asymptotically optimal confidence regions and tests for high-dimensional models

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1. Communication-Efficient Estimation for High-Dimensional Robust Expectile Regression with Distributed Data;2024

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