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Hui Zou

Portrait: Hui Zou

Department Affiliations


Specialties

  • statistical methodology and theory

Educational Background

  • Ph.D.: Statistics, Stanford University, Stanford, California, 2005.

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.
  • Sparse Principal Component Analysis: Zou, Hui, Hastie, T. Tibshirani, R., Journal of Computational and Graphical Statistics, 15(2) 265-286, 2006.
  • 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.

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 - present
  • Associate Editor of Statisics and Its Interface: 2010 - present
  • Associate Editor of Annals of Statistics: 2012 - present
  • Associate Editor of JASA (Theory and Method): January 2014 - present

Awards

  • McKnight Land Grant Professorship, 2008 - 2010
  • National Science Foundation Career Award, 2009 - 2014
  • McKnight Presidential Fellowship, 2009 - 2011
  • IMS Tweedie Award 2011
  • 2013 COGS Outstanding Faculty Award

Courses Taught

  • Stat4101, 4102
  • Stat5101, 5102
  • Stat8932
  • Stat5931
  • Stat8101
  • Stat8102
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