Jianhua Z. Huang

Covariance matrix selection and estimation via penalised normal likelihood

Jianhua Z. Huang, Naiping Liu, Mohsen Pourahmadi et al. · Biometrika · 2006 · 424 citations

Natural Sciences, Mathematics, Computational Biology +10

Variable Selection in Nonparametric Varying-Coefficient Models for Analysis of Repeated Measurements

Lifeng Wang, Hongzhe Li, Jianhua Z. Huang · Journal of the American Statistical Association · 2008 · 306 citations · Full text

Business, Biostatistics, Statistical Learning +14

A General Iterative Shrinkage and Thresholding Algorithm for Non-convex Regularized Optimization Problems.

Pinghua Gong, Changshui Zhang, Zhaosong Lu et al. · PubMed · 2013 · 215 citations

Natural Sciences, Computer Science, Feature Engineering +16

A statistical framework for protein quantitation in bottom-up MS-based proteomics

Yuliya V. Karpievitch, Jeffrey A. Stanley, Thomas Taverner et al. · Bioinformatics · 2009 · 182 citations · Full text

Life Sciences, Biochemistry, Bioinformatics +17

Functional Coefficient Regression Models for Non‐linear Time Series: A Polynomial Spline Approach

Jianhua Z. Huang, Haipeng Shen · Scandinavian Journal of Statistics · 2004 · 165 citations

Computing, Meteorology, Econometrics +16