Hui Zou

American computer scientist From Wikipedia, the free encyclopedia

Hui Zou is currently a professor of statistics at the University of Minnesota.

AlmamaterStanford University
University of Science and Technology of China
KnownforElastic net
Adaptive Lasso
Sparse PCA
LLA for Nonconvex Penalization
FieldsStatistics, Statistical learning
InstitutionsUniversity of Minnesota
Quick facts Alma mater, Known for ...
Hui Zou
Alma materStanford University
University of Science and Technology of China
Known forElastic net
Adaptive Lasso
Sparse PCA
LLA for Nonconvex Penalization
Scientific career
FieldsStatistics, Statistical learning
InstitutionsUniversity of Minnesota
Doctoral advisorTrevor Hastie
Chinese name
Simplified Chinese邹晖
Transcriptions
Standard Mandarin
Hanyu PinyinZōu Huī
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Selected publications

  • 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

References

External links

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