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math.ST2009★ 881 cited
On the adaptive elastic-net with a diverging number of parameters
Hui Zou, Hao Helen Zhang
We consider the problem of model selection and estimation in situations where the number of parameters diverges with the sample size. When the dimension is high, an ideal method sh…
math.ST2008★ 14 cited
Rejoinder: One-step sparse estimates in nonconcave penalized likelihood models
Hui Zou, Runze Li
We would like to take this opportunity to thank the discussants for their thoughtful comments and encouragements on our work [arXiv:0808.1012]. The discussants raised a number of i…