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Sparse estimation via $\ell_q$ optimization method in high-dimensional linear regression

Year: 2019

Type: preprint

Abstract: In this paper, we discuss the statistical properties of the $\ell_q$ optimization methods $(0

Source: arXiv (Cornell University)

DOI: 10.48550/arxiv.1911.05073

Authors: Li, Xin, Hu, Yaohua, Li, Chong, Yang, Xiaoqi, Jiang, Tianzi

Language: English

Topic: Statistical Methods and Inference

Subfield: Statistics and Probability

Field: Mathematics

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W4394659309

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Related to: 10