Hui Zou
Hui Zou
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Cited by
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Regularization and variable selection via the elastic net
H Zou, T Hastie
Journal of the royal statistical society: series B (statistical methodology …, 2005
The adaptive lasso and its oracle properties
H Zou
Journal of the American statistical association 101 (476), 1418-1429, 2006
Sparse principal component analysis
H Zou, T Hastie, R Tibshirani
Journal of computational and graphical statistics 15 (2), 265-286, 2006
Multi-class adaboost
J Zhu, H Zou, S Rosset, T Hastie
Statistics and Its Interface 2 (3), 349-360, 2009
One-step sparse estimates in nonconcave penalized likelihood models
H Zou, R Li
Annals of statistics 36 (4), 1509, 2008
On the “degrees of freedom” of the lasso
H Zou, T Hastie, R Tibshirani
The Annals of Statistics 35 (5), 2173-2192, 2007
On the adaptive elastic-net with a diverging number of parameters
H Zou, HH Zhang
Annals of statistics 37 (4), 1733, 2009
Composite quantile regression and the oracle model selection theory
H Zou, M Yuan
The Annals of Statistics 36 (3), 1108-1126, 2008
Combining time series models for forecasting
H Zou, Y Yang
International journal of Forecasting 20 (1), 69-84, 2004
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
The doubly regularized support vector machine
L Wang, J Zhu, H Zou
Statistica Sinica, 589-615, 2006
Regularized rank-based estimation of high-dimensional nonparanormal graphical models
L Xue, H Zou
Annals of Statistics 40 (5), 2541-2571, 2012
Strong Oracle Optimality of Folded Concave Penalized Estimation
J Fan, L Xue, H Zou
Annals of Statistics 42 (3), 819-849, 2014
Hybrid huberized support vector machines for microarray classification and gene selection
L Wang, J Zhu, H Zou
Bioinformatics 24 (3), 412-419, 2008
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
A Direct Approach to Sparse Discriminant Analysis in Ultra-high Dimensions.
Q Mai, H Zou, M Yuan
Biometrika 99 (1), 29-42, 2012
A Fast Unified Algorithm for Solving Group-Lasso Penalized Learning Problems
Y Yang, H Zou
Statistics and Computing, 2014
Positive Definite ℓ1 Penalized Estimation of Large Covariance Matrices*
L Xue, S Ma, H Zou
Journal of the American Statistical Association, 2012
The F-infinity-norm support vector machine
H Zou, M Yuan
Statistica Sinica 18, 379-398, 2008
Alternating Direction Methods for Latent Variable Gaussian Graphical Model Selection
S Ma, L Xue, H Zou
Neural Computation 25, 2172-2198, 2013
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