Hui Zou

Affiliations
Links
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Educational Background & Specialties
Educational Background
- Ph.D.: Statistics, Stanford University, 2005.
Specialties
- Math Stat, Statistical Learning,
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Courses Taught
- Stat4101, 4102
- Stat5101, 5102
- Stat8932
- Stat5931
- Stat8101
- Stat8102
- stat8053
- Stat8054
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Research & Professional Activities
Professional Activities
- Associate Editor of Journal of the Royal Statistical Society, Series B : 2008 - 2012
- Associate Editor of Statistica Sinica: 2008 - present
- Action Editor of Journal of Machine Learning Research: 2009 - 2018
- Associate Editor of Statisics and Its Interface: 2010 - 2018
- Associate Editor of Annals of Statistics: 2012 - 2018
- Associate Editor of JASA (Theory and Method): January 2014 - present
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Publications
- Regularization and Variable Selection via The Elastic Net: Zou, Hui, Hastie, T., Journal of the Royal Statistical Society, Series B, 67(2) 301-320, 2005.
- 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: Zou, Hui, Hastie, T. Tibshirani, R., The Annals of Statistics, 35(5) 2173-2192, 2007.
- One-step Sparse Estimates in Nonconcave Penalized Likelihood Models: Zou, Hui, Li, R., The Annals of Statistics, 36(4) 1509-1533, 2008.
- On the adaptive elastic-net with a diverging number of parameters: Zou, Hui, Zhang, H.H., Annals of statistics, 37(4) 1733--1751, 2009.
- Composite quantile regression and the oracle model selection theory: Zou, Hui, Yuan, M., Annals of statistics, 36 (3) 1108--1126, 2008.
- Regularized rank-based estimation of high-dimensional nonparanormal graphical models: Zou, Hui, Xue, L., Annals of statistics, 40 (5) 2541-2571, 2012.
- Strong Oracle Optimality of Folded Concave Penalized Estimation: Zou, Hui, J. Fan and L. Xue, Annals of statistics, 42 (3) 819--849, 2014.
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Awards
- McKnight Land Grant Professorship, 2008 - 2010
- National Science Foundation Career Award, 2009 - 2014
- McKnight Presidential Fellowship, 2009 - 2011
- IMS Tweedie Award 2011
- COGS Outstanding Faculty Award, 2013
- Web of Science Highly Cited Researcher, 2014 - 2018
- Fellow of Institute of Mathematical Statistics, 2015
- Scholar of the College, CLA, 2015
- Fellow, American Statistical Association, 2019