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20052024
most citedNearly unbiased variable selection under minimax concave penalty

4k citations · 6.4k across the 63 of their papers we have counts for

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math.ST2008★ 26 cited

Discussion: One-step sparse estimates in nonconcave penalized likelihood models

Cun-Hui Zhang

Discussion of ``One-step sparse estimates in nonconcave penalized likelihood models'' [arXiv:0808.1012]

math.ST2008★ 510 cited

The sparsity and bias of the Lasso selection in high-dimensional linear regression

Cun-Hui Zhang, Jian Huang

Meinshausen and Buhlmann [Ann. Statist. 34 (2006) 1436--1462] showed that, for neighborhood selection in Gaussian graphical models, under a neighborhood stability condition, the LA…