Discussion of “Sure Independence Screening for Ultra-High Dimensional Feature Space

Tekijä Zhang, Hao Helen
Julkaistu 2008

ON THE ADAPTIVE ELASTIC-NET WITH A DIVERGING NUMBER OF PARAMETERS

Tekijä Zou, Hui, Zhang, Hao Helen
Julkaistu 2009

On Estimation of Partially Linear Transformation Models

Tekijä Lu, Wenbin, Zhang, Hao Helen
Julkaistu 2010

Adaptive Elastic Net for Generalized Methods of Moments

Tekijä Caner, Mehmet, Zhang, Hao Helen
Julkaistu 2013

Interaction Screening for Ultra-High Dimensional Data

Tekijä Hao, Ning, Zhang, Hao Helen
Julkaisussa J Am Stat Assoc (2014)

Automatic Model Selection for Partially Linear Models

Tekijä Ni, Xiao, Zhang, Hao Helen, Zhang, Daowen
Julkaistu 2009

Variable Selection for Semiparametric Mixed Models in Longitudinal Studies

Tekijä Ni, Xiao, Zhang, Daowen, Zhang, Hao Helen
Julkaistu 2009

On Sparse Estimation for Semiparametric Linear Transformation Models

Tekijä Zhang, Hao Helen, Lu, Wenbin, Wang, Hansheng
Julkaistu 2010

Robust Model-Free Multiclass Probability Estimation

Tekijä Wu, Yichao, Zhang, Hao Helen, Liu, Yufeng
Julkaistu 2010

Linear or Nonlinear? Automatic Structure Discovery for Partially Linear Models

Tekijä Zhang, Hao Helen, Cheng, Guang, Liu, Yufeng
Julkaistu 2011

Hard or Soft Classification? Large-margin Unified Machines

Tekijä Liu, Yufeng, Zhang, Hao Helen, Wu, Yichao
Julkaistu 2011

Variable Selection for Optimal Treatment Decision

Tekijä Lu, Wenbin, Zhang, Hao Helen, Zeng, Donglin
Julkaistu 2011

MOMENT-BASED METHOD FOR RANDOM EFFECTS SELECTION IN LINEAR MIXED MODELS

Tekijä Ahn, Mihye, Zhang, Hao Helen, Lu, Wenbin
Julkaistu 2012

Time-Varying Latent Effect Model for Longitudinal Data with Informative Observation Times

Tekijä Cai, Na, Lu, Wenbin, Zhang, Hao Helen
Julkaistu 2012

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

Tekijä Yuan, Shuai, Zhang, Hao Helen, Davidian, Marie
Julkaistu 2012

Structured functional additive regression in reproducing kernel Hilbert spaces

Tekijä Zhu, Hongxiao, Yao, Fang, Zhang, Hao Helen
Julkaistu 2013

A Model-Free Machine Learning Method for Risk Classification and Survival Probability Prediction

Tekijä Geng, Yuan, Lu, Wenbin, Zhang, Hao Helen
Julkaisussa Stat (2014)

Sparse and Efficient Estimation for Partial Spline Models with Increasing Dimension

Tekijä Cheng, Guang, Zhang, Hao Helen, Shang, Zuofeng
Julkaisussa Ann Inst Stat Math (2013)

On Optimal Treatment Regimes Selection for Mean Survival Time

Tekijä Geng, Yuan, Zhang, Hao Helen, Lu, Wenbin
Julkaisussa Stat Med (2014)

JOINT STRUCTURE SELECTION AND ESTIMATION IN THE TIME-VARYING COEFFICIENT COX MODEL

Tekijä Xiao, Wei, Lu, Wenbin, Zhang, Hao Helen
Julkaisussa Stat Sin (2016)