Hui Zou
Hui Zou | |||||||
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| Alma mater | Stanford University University of Science and Technology of China | ||||||
| Known for | Elastic net Adaptive Lasso Sparse PCA LLA for Nonconvex Penalization | ||||||
| Scientific career | |||||||
| Fields | Statistics, Statistical learning | ||||||
| Institutions | University of Minnesota | ||||||
| Doctoral advisor | Trevor Hastie | ||||||
| Chinese name | |||||||
| Simplified Chinese | 邹晖 | ||||||
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Hui Zou is currently a professor of statistics at the University of Minnesota.
Selected publications
[edit]- Zou, Hui; Hastie, Trevor (2005). "Regularization and variable selection via the elastic net". Journal of the Royal Statistical Society, Series B (Statistical Methodology). 67 (2): 301–320. doi:10.1111/j.1467-9868.2005.00503.x. S2CID 122419596.
- Zou, Hui (2006). "The Adaptive Lasso and its Oracle Properties". Journal of the American Statistical Association. 101 (476): 1418–1429. CiteSeerX 10.1.1.710.7720. doi:10.1198/016214506000000735. S2CID 13998761.
- Zou, Hui; Hastie, Trevor; Tibshirani, Robert (2006). "Sparse Principal Component Analysis". Journal of Computational and Graphical Statistics. 15 (2): 265–286. CiteSeerX 10.1.1.62.580. doi:10.1198/106186006X113430. S2CID 5730904.
- Zou, Hui; Li, Runze (2008). "One-step sparse estimates in nonconcave penalized likelihood models". The Annals of Statistics. 36 (4): 1509–1533. doi:10.1214/009053607000000802. PMC 2759727. PMID 19823597.
Honors and awards
[edit]- Fellow of the American Statistical Association, 2019[1]
- Highly Cited Researcher in Mathematics,[2] 2014, 2015, 2016, 2017, 2018
- Fellow, Institute of Mathematical Statistics, 2015.
- Institute of Mathematical Statistics Tweedie New Researcher Award,[3] 2011
- National Science Foundation CAREER Award, 2009
- New Hot Paper in Mathematics, 2008
- Fast Breaking Paper in Mathematics, 2006
References
[edit]- ^ ASA Fellow Announcement (PDF), American Statistical Association, retrieved 2019-05-12
- ^ Highly Cited Researchers
- ^ IMS Awards Recipients
External links
[edit]| International | |
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| National | |
| Academics | |
Categories:
- Living people
- American people of Chinese descent
- American statisticians
- American computer scientists
- Chinese statisticians
- Fellows of the American Statistical Association
- Chinese computer scientists
- University of Science and Technology of China alumni
- Stanford University alumni
- University of Minnesota faculty