Hui Zou

Publications

• The Adaptive Lasso and its Oracle Properties.: Zou, Hui, Journal of the American Statistical Association, 101(476), 1418-1429, 2006.
• On the Degrees of Freedom of the Lasso: Hastie, T. Tibshirani, R., Zou, Hui, The Annals of Statistics, 35(5), 2173-2192, 2007.
• One-step Sparse Estimates in Nonconcave Penalized Likelihood Models: Li, R., Zou, Hui, The Annals of Statistics, 36(4), 1509-1533, 2008.
• Regularization and Variable Selection via The Elastic Net: Hastie, T., Zou, Hui, Journal of the Royal Statistical Society, Series B, 67(2), 301-320, 2005.
• On the adaptive elastic-net with a diverging number of parameters: Zhang, H.H., Zou, Hui, Annals of statistics, 37(4), 1733--1751, 2009.
• Composite quantile regression and the oracle model selection theory: Yuan, M., Zou, Hui, Annals of statistics, 36 (3), 1108--1126, 2008.
• Regularized rank-based estimation of high-dimensional nonparanormal graphical models: Xue, L., Zou, Hui, Annals of statistics, 40 (5), 2541-2571, 2012.
• Strong Oracle Optimality of Folded Concave Penalized Estimation: J. Fan and L. Xue, Zou, Hui, Annals of statistics, 42 (3), 819--849, 2014.

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Awards

Courses Taught