| Sparse principal component analysis via regularized low rank matrix approximation H Shen, JZ Huang Journal of multivariate analysis 99 (6), 1015-1034, 2008 | 928 | 2008 |
| Varying‐coefficient models and basis function approximations for the analysis of repeated measurements JZ Huang, CO Wu, L Zhou Biometrika 89 (1), 111-128, 2002 | 609 | 2002 |
| Covariance matrix selection and estimation via penalised normal likelihood JZ Huang, N Liu, M Pourahmadi, L Liu Biometrika 93 (1), 85-98, 2006 | 564 | 2006 |
| Polynomial spline estimation and inference for varying coefficient models with longitudinal data JZ Huang, CO Wu, L Zhou Statistica Sinica, 763-788, 2004 | 465 | 2004 |
| Variable selection in nonparametric varying-coefficient models for analysis of repeated measurements L Wang, H Li, JZ Huang Journal of the American Statistical Association 103 (484), 1556-1569, 2008 | 379 | 2008 |
| Biclustering via sparse singular value decomposition M Lee, H Shen, JZ Huang, JS Marron Biometrics 66 (4), 1087-1095, 2010 | 344 | 2010 |
| Sparse reduced-rank regression for simultaneous dimension reduction and variable selection L Chen, JZ Huang Journal of the American Statistical Association 107 (500), 1533-1545, 2012 | 323 | 2012 |
| A full scale approximation of covariance functions for large spatial data sets H Sang, JZ Huang Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2012 | 306 | 2012 |
| Local asymptotics for polynomial spline regression JZ Huang The Annals of Statistics 31 (5), 1600-1635, 2003 | 303 | 2003 |
| Functional Coefficient Regression Models for Non‐linear Time Series: A Polynomial Spline Approach JZ Huang, H Shen Scandinavian journal of statistics 31 (4), 515-534, 2004 | 258 | 2004 |
| Projection estimation in multiple regression with application to functional ANOVA models JZ Huang The annals of statistics 26 (1), 242-272, 1998 | 232 | 1998 |
| Interday forecasting and intraday updating of call center arrivals H Shen, JZ Huang Manufacturing & Service Operations Management 10 (3), 391-410, 2008 | 225 | 2008 |
| Segmentation, inference and classification of partially overlapping nanoparticles C Park, JZ Huang, JX Ji, Y Ding IEEE transactions on pattern analysis and machine intelligence 35 (3), 1-1, 2013 | 224 | 2013 |
| Bootstrap consistency for general semiparametric M-estimation G Cheng, JZ Huang The Annals of Statistics 38 (5), 2884-2915, 2010 | 184 | 2010 |
| Joint modelling of paired sparse functional data using principal components L Zhou, JZ Huang, RJ Carroll Biometrika 95 (3), 601-619, 2008 | 176 | 2008 |
| Sparse logistic principal components analysis for binary data S Lee, JZ Huang, J Hu The annals of applied statistics 4 (3), 1579, 2010 | 157 | 2010 |
| Sparse linear discriminant analysis with applications to high dimensional low sample size data. Z Qiao, L Zhou, JZ Huang IAENG International Journal of Applied Mathematics 39 (1), 2009 | 155 | 2009 |
| Identification of non‐linear additive autoregressive models JZ Huang, L Yang Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2004 | 149 | 2004 |
| Functional dynamic factor models with application to yield curve forecasting S Hays, H Shen, JZ Huang The Annals of Applied Statistics 6 (3), 870-894, 2012 | 130 | 2012 |
| Domain decomposition approach for fast Gaussian process regression of large spatial data sets C Park, JZ Huang, Y Ding Journal of Machine Learning Research 12 (May), 1697-1728, 2011 | 117 | 2011 |
