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

510 citations · 560 across the 4 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…

math.ST2007★ 5 cited

Complex Datasets and Inverse Problems. Tomography, Networks and Beyond

Regina Liu, William Strawderman, Cun-Hui Zhang

This book is a collection of papers dedicated to the memory of Yehuda Vardi. Yehuda was the chair of the Department of Statistics of Rutgers University when he passed away unexpect…