Works (32)

2019 journal article

Multiclass Probability Estimation With Support Vector Machines

JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 28(3), 586–595.

By: X. Wang, H. Zhang & Y. Wu

Source: Web Of Science
Added: April 20, 2020

2014 journal article

Adaptive elastic net for generalized methods of moments

Journal of Business & Economic Statistics, 32(1), 30–47.

By: M. Caner & H. Zhang

Source: NC State University Libraries
Added: August 6, 2018

2014 journal article

Two-dimensional solution surface for weighted support vector machines

Journal of Computational and Graphical Statistics, 23(2), 383–402.

By: S. Shin, Y. Wu & H. Zhang

Source: NC State University Libraries
Added: August 6, 2018

2013 journal article

Consistent group identification and variable selection in regression with correlated predictors

Journal of Computational and Graphical Statistics, 22(2), 319–340.

By: D. Sharma, H. Bondell & H. Zhang

Source: NC State University Libraries
Added: August 6, 2018

2013 journal article

Variable selection for optimal treatment decision

Statistical Methods in Medical Research, 22(5), 493–504.

By: W. Lu, H. Zhang & D. Zeng

Source: NC State University Libraries
Added: August 6, 2018

2012 journal article

Variable selection for covariate-adjusted semiparametric inference in randomized clinical trials

Statistics in Medicine, 31(29), 3789–3804.

By: S. Yuan, H. Zhang & M. Davidian

Source: NC State University Libraries
Added: August 6, 2018

2011 journal article

Hard or soft classification? Large-margin unified machines

Journal of the American Statistical Association, 106(493), 166–177.

By: Y. Liu, H. Zhang & Y. Wu

Source: NC State University Libraries
Added: August 6, 2018

2011 journal article

Linear or nonlinear? Automatic structure discovery for partially linear models

Journal of the American Statistical Association, 106(495), 1099–1112.

By: H. Zhang, G. Cheng & Y. Liu

Source: NC State University Libraries
Added: August 6, 2018

2011 journal article

Surface estimation, variable selection, and the nonparametric oracle property

Statistica Sinica, 21(2), 679–705.

By: C. Storlie, H. Bondell, B. Reich & H. Zhang

Source: NC State University Libraries
Added: August 6, 2018

2010 journal article

Bayesian inference of odds ratios in misclassified binary data with a validation substudy

Communications in Statistics. Simulation and Computation, 39(10), 1845–1854.

By: D. Rahardja, Y. Zhao & H. Zhang

Source: NC State University Libraries
Added: August 6, 2018

2010 journal article

On estimation of partially linear transformation models

Journal of the American Statistical Association, 105(490), 683–691.

By: W. Lu & H. Zhang

Source: NC State University Libraries
Added: August 6, 2018

2010 journal article

On sparse estimation for semiparametric linear transformation models

Journal of Multivariate Analysis, 101(7), 1594–1606.

By: H. Zhang, W. Lu & H. Wang

Source: NC State University Libraries
Added: August 6, 2018

2010 journal article

Robust model-free multiclass probability estimation

Journal of the American Statistical Association, 105(489), 424–436.

By: Y. Wu, H. Zhang & Y. Liu

Source: NC State University Libraries
Added: August 6, 2018

2010 journal article

Sparse estimation and inference for censored median regression

Journal of Statistical Planning and Inference, 140(7), 1903–1917.

By: J. Shows, W. Lu & H. Zhang

Source: NC State University Libraries
Added: August 6, 2018

2010 journal article

Variable selection for semiparametric mixed models in longitudinal studies

Biometrics, 66(1), 79–88.

By: X. Ni, D. Zhang & H. Zhang

Source: NC State University Libraries
Added: August 6, 2018

2010 journal article

Weighted distance weighted discrimination and Its asymptotic properties

Journal of the American Statistical Association, 105(489), 401–414.

By: X. Qiao, H. Zhang, Y. Liu, M. Todd & J. Marron

Source: NC State University Libraries
Added: August 6, 2018

2009 journal article

A new chi-square approximation to the distribution of non-negative definite quadratic forms in non-central normal variables

Computational Statistics & Data Analysis, 53(4), 853–856.

By: H. Liu, Y. Tang & H. Zhang

Source: NC State University Libraries
Added: August 6, 2018

2009 journal article

Automatic model selection for partially linear models

Journal of Multivariate Analysis, 100(9), 2100–2111.

By: X. Ni, H. Zhang & D. Zhang

Source: NC State University Libraries
Added: August 6, 2018

2009 journal article

FIRST: Combining forward iterative selection and shrinkage in high dimensional sparse linear regression

Statistics and Its Interface, 2(3), 341–348.

By: W. Hwang, H. Zhang & S. Ghosal

Source: NC State University Libraries
Added: August 6, 2018

2009 journal article

On the adaptive elastic-net with a diverging number of parameters

Annals of Statistics, 37(4), 1733–1751.

By: H. Zou & H. Zhang

Source: NC State University Libraries
Added: August 6, 2018

2008 journal article

Sure independence screening for ultrahigh dimensional feature space discussion

Journal of the Royal Statistical Society. Series B, Statistical Methodology, 70, 883–911.

By: P. Bickel, P. Buhlmann, Q. Yao, R. Samworth, P. Hall, D. Titterington, J. Xue, C. Anagnostopoulos ...

Source: NC State University Libraries
Added: August 6, 2018

2007 journal article

Adaptive lasso for Cox's proportional hazards model

Biometrika, 94(3), 691–703.

By: H. Zhang & W. Lu

Source: NC State University Libraries
Added: August 6, 2018

2007 journal article

Support vector machines with adaptive L-q penalty

Computational Statistics & Data Analysis, 51(12), 6380–6394.

By: Y. Liu, H. Zhang, C. Park & J. Ahn

Source: NC State University Libraries
Added: August 6, 2018

2007 journal article

Variable selection for proportional odds model

Statistics in Medicine, 26(20), 3771–3781.

By: W. Lu & H. Zhang

Source: NC State University Libraries
Added: August 6, 2018

2006 journal article

Component selection and smoothing for nonparametric regression in exponential families

Statistica Sinica, 16(3), 1021–1041.

By: H. Zhang & Y. Lin

Source: NC State University Libraries
Added: August 6, 2018

2006 journal article

Component selection and smoothing in multivariate nonparametric regression

Annals of Statistics, 34(5), 2272–2297.

By: Y. Lin & H. Zhang

Source: NC State University Libraries
Added: August 6, 2018

2006 journal article

Gene selection using support vector machines with non-convex penalty

Bioinformatics, 22(1), 88–95.

By: H. Zhang, J. Ahn, X. Lin & C. Park

Source: NC State University Libraries
Added: August 6, 2018

2006 journal article

Model selection in nonparametric hazard regression

Journal of Nonparametric Statistics, 18(7-8), 417–429.

By: C. Leng & H. Zhang

Source: NC State University Libraries
Added: August 6, 2018

2006 journal article

Multiclass proximal support vector machines

Journal of Computational and Graphical Statistics, 15(2), 339–355.

By: Y. Tang & H. Zhang

Source: NC State University Libraries
Added: August 6, 2018

2006 journal article

Variable selection for support vector machines via smoothing spline ANOVA

Statistica Sinica, 16(2), 659–674.

By: H. Zhang

Source: NC State University Libraries
Added: August 6, 2018

2004 journal article

Model building with likelihood basis pursuit

Optimization Methods & Software, 19(5), 577–594.

By: M. Ferris, M. Voelker & H. Zhang

Source: NC State University Libraries
Added: August 6, 2018

2004 journal article

Variable selection and model building via likelihood basis pursuit

Journal of the American Statistical Association, 99(467), 659–672.

By: H. Zhang, G. Wahba, Y. Lin, M. Voelker, M. Ferris, R. Klein, B. Klein

Source: NC State University Libraries
Added: August 6, 2018