Varying Naïve Bayes Models With Applications to Classification of Chinese Text Documents

Functional Robust Support Vector Machines for Sparse and Irregular Longitudinal Data

(2013) Yichao Wu et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Multi-class AdaBoost

(2013) Trevor Hastie et al.   Statistics and Its Interface

A direct approach to sparse discriminant analysis in ultra-high dimensions

(2012) Q. Mai et al.   BIOMETRIKA

Sparse linear discriminant analysis by thresholding for high dimensional data

(2011) Jun Shao et al.   ANNALS OF STATISTICS

Hard or Soft Classification? Large-Margin Unified Machines

(2011) Yufeng Liu et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Forward Regression for Ultra-High Dimensional Variable Screening

(2010) Hansheng Wang   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Weighted Distance Weighted Discrimination and Its Asymptotic Properties

(2010) Xingye Qiao et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

New multicategory boosting algorithms based on multicategory Fisher-consistent losses

(2009) Hui Zou et al.   Annals of Applied Statistics

High-dimensional classification using features annealed independence rules

(2009) Jianqing Fan et al.   ANNALS OF STATISTICS

Shrinkage Estimation of the Varying Coefficient Model

(2009) Hansheng Wang et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Sparse optimal scoring for multiclass cancer diagnosis and biomarker detection using microarray data

(2008) Chenlei Leng   COMPUTATIONAL BIOLOGY AND CHEMISTRY

Sure independence screening for ultrahigh dimensional feature space

(2008) Jianqing Fan et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY