Yichao Wu

Works (50)

2020 article

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

JOURNAL OF NONPARAMETRIC STATISTICS.

By: C. Zheng & Y. Wu

Source: Web Of Science
Added: April 20, 2020

2019 article

Nonparametric Estimation of Multivariate Mixtures

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.

By: C. Zheng & Y. Wu

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.

By: D. Kong, H. Bondell & Y. Wu

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.

By: C. Wang, S. Shin & Y. Wu

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.

By: G. Li, A. Nandgaonkar, Q. Wang, J. Zhang, W. Krause, Q. Wei, L. Lucia

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.

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

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.

By: H. Hu, W. Yao & Y. Wu

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.

By: X. Zhang, Y. Wu, L. Wang & R. Li

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.

By: B. Peng, L. Wang & Y. Wu

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.

By: J. Chang, C. Tang & Y. Wu

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.

By: H. Hu, Y. Wu & W. Yao

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.

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

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.

By: F. Yao, Y. Wu & J. Zou

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.

By: X. Zhang, Y. Wu, L. Wang & R. Li

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

2015 journal article

Automatic structure recovery for additive models

Biometrika, 102(2), 381–395.

By: Y. Wu & L. Stefanski

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.

By: W. Xiao, Y. Wu & H. Zhou

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.

By: D. Kong, H. Bondell & Y. Wu

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

2015 journal article

Effective dimension reduction for sparse functional data

Biometrika, 102(2), 421–437.

By: F. Yao, E. Lei & Y. Wu

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

2015 journal article

Homogeneity pursuit

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

By: Z. Ke, J. Fan & Y. Wu

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.

By: W. Sun, Y. Liu, J. Crowley, T. Chen, H. Zhou, H. Chu, S. Huang, P. Kuan ...

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.

By: C. Davenport, A. Maity & Y. Wu

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.

By: H. Zhou & Y. Wu

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.

By: M. Avery, Y. Wu, H. Helen Zhang & J. 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

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.

By: S. Wu, H. Xue, Y. Wu & H. Wu

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.

By: S. Shin & Y. Wu

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.

By: Y. Wu & Y. Liu

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

2013 journal article

Continuously additive models for nonlinear functional regression

Biometrika, 100(3), 607–622.

By: H. Muller, Y. Wu & F. Yao

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.

By: P. Zeng & Y. Wu

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.

By: Y. Wu & Y. Liu

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.

By: J. Chang, C. Tang & Y. Wu

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.

By: J. Fan, A. Maity, Y. Wang & Y. Wu

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.

By: Y. Wu

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.

By: L. Wang, Y. Wu & R. Li

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.

By: Y. Wu

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.

By: Y. Wu & L. Li

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

Simultaneous multiple non-crossing quantile regression estimation using kernel constraints

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

By: Y. Liu & Y. Wu

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.

By: Z. Zhu & Y. Wu

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

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.

By: L. Shi, G. Campbell, W. Jones, F. Campagne, Z. Wen, S. Walker, Z. Su, T. Chu ...

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.

By: Y. Liu, Y. Wu & Q. He

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

2010 journal article

Varying-coefficient functional linear regression

Bernoulli, 16(3), 730–758.

By: Y. Wu, J. Fan & H. Muller

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).

By: C. Ribeiro, H. Hurd, Y. Wu, M. Martino, L. Jones, B. Brighton, R. Boucher, W. O'Neal

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.

By: J. Fan, Y. Wu & Y. Feng

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.

By: J. Fan, Y. Feng & Y. Wu

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.

By: Y. Wu & Y. Liu

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.

By: J. Fan, R. Samworth & Y. Wu

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

2009 journal article

Variable selection in quantile regression

Statistica Sinica, 19(2), 801–817.

By: Y. Wu & Y. Liu

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.

By: J. Fan & Y. Wu

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