2019 journal article

Multiclass Probability Estimation With Support Vector Machines

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

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

Source: NC State University Libraries

Added: August 6, 2018