Hao Helen Zhang

15 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0001-8873-3329

Department of Mathematics, University of Arizona, Tucson, AZ

Publications

• Model Selection for High-Dimensional Quadratic Regression via Regularization — Journal of the American Statistical Association 2018
• Principal weighted support vector machines for sufficient dimension reduction in binary classification — Biometrika 2017
• Partially functional linear regression in high dimensions — Biometrika 2016
• Structured functional additive regression in reproducing kernel Hilbert spaces — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2014
• Interaction Screening for Ultrahigh-Dimensional Data — Journal of the American Statistical Association 2014
• Hard or Soft Classification? Large-Margin Unified Machines — Journal of the American Statistical Association 2011
• Linear or Nonlinear? Automatic Structure Discovery for Partially Linear Models — Journal of the American Statistical Association 2011
• Robust Model-Free Multiclass Probability Estimation — Journal of the American Statistical Association 2010
• Weighted Distance Weighted Discrimination and Its Asymptotic Properties — Journal of the American Statistical Association 2010
• On Estimation of Partially Linear Transformation Models — Journal of the American Statistical Association 2010
• On the adaptive elastic-net with a diverging number of parameters — The Annals of Statistics 2009
• Adaptive Lasso for Cox's proportional hazards model — Biometrika 2007
• Component selection and smoothing in multivariate nonparametric regression — The Annals of Statistics 2006
• Variable Selection and Model Building via Likelihood Basis Pursuit — Journal of the American Statistical Association 2004
• Interpretable Scalar-on-Image Linear Regression Models via the Generalized Dantzig Selector — Journal of the American Statistical Association