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Hui Zou
Hui Zou
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Title
Cited by
Cited by
Year
Regularization and variable selection via the elastic net
H Zou, T Hastie
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2005
208862005
The adaptive lasso and its oracle properties
H Zou
Journal of the American statistical association 101 (476), 1418-1429, 2006
86752006
Sparse principal component analysis
H Zou, T Hastie, R Tibshirani
Journal of computational and graphical statistics 15 (2), 265-286, 2006
38932006
Multi-class adaboost
J Zhu, H Zou, S Rosset, T Hastie
Statistics and Its Interface 2 (3), 349-360, 2009
2383*2009
One-step sparse estimates in nonconcave penalized likelihood models
H Zou, R Li
Annals of statistics 36 (4), 1509, 2008
14512008
On the “degrees of freedom” of the lasso
H Zou, T Hastie, R Tibshirani
12542007
On the adaptive elastic-net with a diverging number of parameters
H Zou, HH Zhang
Annals of statistics 37 (4), 1733, 2009
9852009
Composite quantile regression and the oracle model selection theory
H Zou, M Yuan
6452008
Strong Oracle Optimality of Folded Concave Penalized Estimation
J Fan, L Xue, H Zou
Annals of Statistics 42 (3), 819-849, 2014
3462014
New efficient estimation and variable selection methods for semiparametric varying-coefficient partially linear models
B Kai, R Li, H Zou
Annals of statistics 39 (1), 305, 2011
3382011
The doubly regularized support vector machine
L Wang, J Zhu, H Zou
Statistica Sinica, 589-615, 2006
3362006
Combining time series models for forecasting
H Zou, Y Yang
International journal of Forecasting 20 (1), 69-84, 2004
3332004
Regularized rank-based estimation of high-dimensional nonparanormal graphical models
L Xue, H Zou
Annals of Statistics 40 (5), 2541-2571, 2012
3242012
Local composite quantile regression smoothing: an efficient and safe alternative to local polynomial regression
B Kai, R Li, H Zou
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2010
2592010
A Fast Unified Algorithm for Solving Group-Lasso Penalized Learning Problems
Y Yang, H Zou
Statistics and Computing, 2014
2542014
Hybrid huberized support vector machines for microarray classification and gene selection
L Wang, J Zhu, H Zou
Bioinformatics 24 (3), 412-419, 2008
2502008
A Direct Approach to Sparse Discriminant Analysis in Ultra-high Dimensions.
Q Mai, H Zou, M Yuan
Biometrika 99 (1), 29-42, 2012
2392012
Positive Definite ℓ1 Penalized Estimation of Large Covariance Matrices*
L Xue, S Ma, H Zou
Journal of the American Statistical Association, 2012
1892012
Statistical Foundations of Data Science
J Fan, R Li, C Zhang, H Zou
1822020
A selective overview of sparse principal component analysis
H Zou, L Xue
Proceedings of the IEEE 106 (8), 1311-1320, 2018
1742018
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Articles 1–20