Hao Helen Zhang
Hao Helen Zhang
Verified email at math.arizona.edu
Cited by
Cited by
On the adaptive elastic-net with a diverging number of parameters
H Zou, HH Zhang
Annals of statistics 37 (4), 1733, 2009
Component selection and smoothing in multivariate nonparametric regression
Y Lin, HH Zhang
The Annals of Statistics 34 (5), 2272-2297, 2006
Adaptive Lasso for Cox's proportional hazards model
HH Zhang, W Lu
Biometrika 94 (3), 691-703, 2007
Principles and theory for data mining and machine learning
B Clarke, E Fokoue, HH Zhang
Springer Science & Business Media, 2009
Gene selection using support vector machines with non-convex penalty
HH Zhang, J Ahn, X Lin, C Park
bioinformatics 22 (1), 88-95, 2006
A new chi-square approximation to the distribution of non-negative definite quadratic forms in non-central normal variables
H Liu, Y Tang, HH Zhang
Computational Statistics & Data Analysis 53 (4), 853-856, 2009
Machine learning for big data analytics in plants
C Ma, HH Zhang, X Wang
Trends in plant science 19 (12), 798-808, 2014
16 GACV for Support Vector Machines
G Wahba, Y Lin, H Zhang
Advances in large margin classifiers, 297, 2000
Variable selection for optimal treatment decision
W Lu, HH Zhang, D Zeng
Statistical methods in medical research 22 (5), 493-504, 2013
Linear or nonlinear? Automatic structure discovery for partially linear models
HH Zhang, G Cheng, Y Liu
Journal of the American Statistical Association 106 (495), 1099-1112, 2011
Surface estimation, variable selection, and the nonparametric oracle property
CB Storlie, HD Bondell, BJ Reich, HH Zhang
Statistica Sinica 21 (2), 679, 2011
Variable selection and model building via likelihood basis pursuit
HH Zhang, G Wahba, Y Lin, M Voelker, M Ferris, R Klein, B Klein
Journal of the American Statistical Association 99 (467), 659-672, 2004
Interaction screening for ultrahigh-dimensional data
N Hao, HH Zhang
Journal of the American Statistical Association 109 (507), 1285-1301, 2014
Variable selection for the multicategory SVM via adaptive sup-norm regularization
HH Zhang, Y Liu, Y Wu, J Zhu
Electronic Journal of Statistics 2, 149-167, 2008
Hard or soft classification? large-margin unified machines
Y Liu, HH Zhang, Y Wu
Journal of the American Statistical Association 106 (493), 166-177, 2011
Measuring arthropod biodiversity in the tropical forest canopy.
TL Erwin
Forest canopies., 109-127, 1995
Partially functional linear regression in high dimensions
D Kong, K Xue, F Yao, HH Zhang
Biometrika 103 (1), 147-159, 2016
Support vector machines with adaptive Lq penalty
Y Liu, HH Zhang, C Park, J Ahn
Computational Statistics & Data Analysis 51 (12), 6380-6394, 2007
Weighted distance weighted discrimination and its asymptotic properties
X Qiao, HH Zhang, Y Liu, MJ Todd, JS Marron
Journal of the American Statistical Association 105 (489), 401-414, 2010
Variable selection for semiparametric mixed models in longitudinal studies
X Ni, D Zhang, HH Zhang
Biometrics 66 (1), 79-88, 2010
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