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2020 article

Tuning parameter selection for penalised empirical likelihood with a diverging number of parameters

*JOURNAL OF NONPARAMETRIC STATISTICS*.

Source: Web Of Science

Added: April 20, 2020

2019 article

Nonparametric Estimation of Multivariate Mixtures

*JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION*.

Source: Web Of Science

Added: August 12, 2019

2018 journal article

FULLY EFFICIENT ROBUST ESTIMATION, OUTLIER DETECTION AND VARIABLE SELECTION VIA PENALIZED REGRESSION

*STATISTICA SINICA*, *28*(2), 1031–1052.

Source: NC State University Libraries

Added: December 3, 2018

2018 journal article

Principal quantile regression for sufficient dimension reduction with heteroscedasticity

*ELECTRONIC JOURNAL OF STATISTICS*, *12*(2), 2114–2140.

Source: Web Of Science

Added: March 25, 2019

2017 journal article

Laccase-immobilized bacterial cellulose/tio2 functionalized composite membranes: evaluation for photo- and bio-catalytic dye degradation

*Journal of Membrane Science*, *525*, 89–98.

Source: NC State University Libraries

Added: August 6, 2018

2017 journal article

Principal weighted support vector machines for sufficient dimension reduction in binary classification

*Biometrika*, *104*(1), 67–81.

Source: NC State University Libraries

Added: August 6, 2018

2017 journal article

The robust EM-type algorithms for log-concave mixtures of regression models

*Computational Statistics & Data Analysis*, *111*, 14–26.

Source: NC State University Libraries

Added: August 6, 2018

2016 journal article

A consistent information criterion for support vector machines in diverging model spaces

*Journal of Machine Learning Research*, *17*.

Source: NC State University Libraries

Added: August 6, 2018

2016 journal article

An Error bound for l-1-norm support vector machine coefficients in ultra-high dimension

*Journal of Machine Learning Research*, *17*.

Source: NC State University Libraries

Added: August 6, 2018

2016 journal article

Local independence feature screening for nonparametric and semiparametric models by marginal empirical likelihood

*Annals of Statistics*, *44*(2), 515–539.

Source: NC State University Libraries

Added: August 6, 2018

2016 journal article

Maximum likelihood estimation of the mixture of log-concave densities

*Computational Statistics & Data Analysis*, *101*, 137–147.

Source: NC State University Libraries

Added: August 6, 2018

2016 journal article

On quantile regression in reproducing kernel hilbert spaces with the data sparsity constraint

*Journal of Machine Learning Research*, *17*.

Source: NC State University Libraries

Added: August 6, 2018

2016 journal article

Probability-enhanced effective dimension reduction for classifying sparse functional data

*TEST*, *25*(1), 1–22.

Source: NC State University Libraries

Added: August 6, 2018

2016 journal article

Variable selection for support vector machines in moderately high dimensions

*Journal of the Royal Statistical Society. Series B, Statistical Methodology*, *78*(1), 53–76.

Source: NC State University Libraries

Added: August 6, 2018

2015 journal article

Automatic structure recovery for additive models

*Biometrika*, *102*(2), 381–395.

Source: NC State University Libraries

Added: August 6, 2018

2015 journal article

ConvexLAR: An extension of least angle regression

*Journal of Computational and Graphical Statistics*, *24*(3), 603–626.

Source: NC State University Libraries

Added: August 6, 2018

2015 journal article

Domain selection for the varying coefficient model via local polynomial regression

*Computational Statistics & Data Analysis*, *83*, 236–250.

Source: NC State University Libraries

Added: August 6, 2018

2015 journal article

Effective dimension reduction for sparse functional data

*Biometrika*, *102*(2), 421–437.

Source: NC State University Libraries

Added: August 6, 2018

2015 journal article

Homogeneity pursuit

*Journal of the American Statistical Association*, *110*(509), 175–194.

Source: NC State University Libraries

Added: August 6, 2018

2015 journal article

IsoDOT detects differential RNA-isoform expression/usage with respect to a categorical or continuous covariate with high sensitivity and specificity

*Journal of the American Statistical Association*, *110*(511), 975–986.

Source: NC State University Libraries

Added: August 6, 2018

2015 journal article

Parametrically guided estimation in nonparametric varying coefficient models with quasi-likelihood

*Journal of Nonparametric Statistics*, *27*(2), 195–213.

Source: NC State University Libraries

Added: August 6, 2018

2014 journal article

A generic path algorithm for regularized statistical estimation

*Journal of the American Statistical Association*, *109*(506), 686–699.

Source: NC State University Libraries

Added: August 6, 2018

2014 journal article

RKHS-based functional nonparametric regression for sparse and irregular longitudinal data

*Canadian Journal of Statistics*, *42*(2), 204–216.

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

2014 journal article

Variable selection for sparse high-dimensional nonlinear regression models by combining nonnegative garrote and sure independence screening

*Statistica Sinica*, *24*(3), 1365–1387.

Source: NC State University Libraries

Added: August 6, 2018

2014 journal article

Variable selection in large margin classifier-based probability estimation with high-dimensional predictors

*Biometrical Journal*, *56*(4), 594–596.

Source: NC State University Libraries

Added: August 6, 2018

2013 journal article

Adaptively weighted large margin classifiers

*Journal of Computational and Graphical Statistics*, *22*(2), 416–432.

Source: NC State University Libraries

Added: August 6, 2018

2013 journal article

Continuously additive models for nonlinear functional regression

*Biometrika*, *100*(3), 607–622.

Source: NC State University Libraries

Added: August 6, 2018

2013 journal article

Coordinate great circle descent algorithm with application to single-index models

*Statistics and Its Interface*, *6*(4), 511–518.

Source: NC State University Libraries

Added: August 6, 2018

2013 journal article

Functional robust support vector machines for sparse and irregular longitudinal data

*Journal of Computational and Graphical Statistics*, *22*(2), 379–395.

Source: NC State University Libraries

Added: August 6, 2018

2013 journal article

Marginal empirical likelihood and sure independence feature screening

*Annals of Statistics*, *41*(4), 2123–2148.

Source: NC State University Libraries

Added: August 6, 2018

2013 journal article

Parametrically guided generalised additive models with application to mergers and acquisitions data

*Journal of Nonparametric Statistics*, *25*(1), 109–128.

Source: NC State University Libraries

Added: August 6, 2018

2012 journal article

Elastic net for Cox's proportional hazards model with a solution path algorithm

*Statistica Sinica*, *22*(1), 271–294.

Source: NC State University Libraries

Added: August 6, 2018

2012 journal article

Quantile regression for analyzing heterogeneity in ultra-high dimension

*Journal of the American Statistical Association*, *107*(497), 214–222.

Source: NC State University Libraries

Added: August 6, 2018

2011 journal article

An ordinary differential equation-based solution path algorithm

*Journal of Nonparametric Statistics*, *23*(1), 185–199.

Source: NC State University Libraries

Added: August 6, 2018

2011 journal article

Asymptotic properties of sufficient dimension reduction with a diverging number of predictors

*Statistica Sinica*, *21*(2), 707–730.

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

Simultaneous multiple non-crossing quantile regression estimation using kernel constraints

*Journal of Nonparametric Statistics*, *23*(2), 415–437.

Source: NC State University Libraries

Added: August 6, 2018

2010 journal article

Estimation and prediction of a class of convolution-based spatial nonstationary models for large spatial data

*Journal of Computational and Graphical Statistics*, *19*(1), 74–95.

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

The MicroArray Quality Control (MAQC)-IIII study of common practices for the development and validation of microarray-based predictive models

*Nature Biotechnology*, *28*(8), 827–109.

Source: NC State University Libraries

Added: August 6, 2018

2010 conference paper

Utility-based weighted multicategory robust support vector machines

*Statistics and its Interface*, *3*(4), 465–475.

Source: NC State University Libraries

Added: August 6, 2018

2010 journal article

Varying-coefficient functional linear regression

*Bernoulli*, *16*(3), 730–758.

Source: NC State University Libraries

Added: August 6, 2018

2009 journal article

Azithromycin treatment alters gene expression in inflammatory, lipid metabolism, and cell cycle pathways in well-differentiated human airway epithelia

*PLoS One*, *4*(6).

Source: NC State University Libraries

Added: August 6, 2018

2009 journal article

Local quasi-likelihood with a parametric guide

*Annals of Statistics*, *37*(6B), 4153–4183.

Source: NC State University Libraries

Added: August 6, 2018

2009 journal article

Network exploration via the adaptive lasso and scad penalties

*Annals of Applied Statistics*, *3*(2), 521–541.

Source: NC State University Libraries

Added: August 6, 2018

2009 journal article

Stepwise multiple quantile regression estimation using non-crossing constraints

*Statistics and Its Interface*, *2*(3), 299–310.

Source: NC State University Libraries

Added: August 6, 2018

2009 journal article

Ultrahigh dimensional feature selection: Beyond the linear model

*Journal of Machine Learning Research*, *10*, 2013–2038.

Source: NC State University Libraries

Added: August 6, 2018

2009 journal article

Variable selection in quantile regression

*Statistica Sinica*, *19*(2), 801–817.

Source: NC State University Libraries

Added: August 6, 2018

2008 journal article

Semiparametric estimation of covariance matrixes for longitudinal data

*Journal of the American Statistical Association*, *103*(484), 1520–1533.

Source: NC State University Libraries

Added: August 6, 2018