Jianhua Z. Huang
Jianhua Z. Huang
School of Data Science, Chinese University of Hong Kong, Shenzhen
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Sparse principal component analysis via regularized low rank matrix approximation
H Shen, JZ Huang
Journal of multivariate analysis 99 (6), 1015-1034, 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
Covariance matrix selection and estimation via penalised normal likelihood
JZ Huang, N Liu, M Pourahmadi, L Liu
Biometrika 93 (1), 85-98, 2006
Polynomial spline estimation and inference for varying coefficient models with longitudinal data
JZ Huang, CO Wu, L Zhou
Statistica Sinica, 763-788, 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
Biclustering via sparse singular value decomposition
M Lee, H Shen, JZ Huang, JS Marron
Biometrics 66 (4), 1087-1095, 2010
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
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
Local asymptotics for polynomial spline regression
JZ Huang
The Annals of Statistics 31 (5), 1600-1635, 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
Interday forecasting and intraday updating of call center arrivals
H Shen, JZ Huang
Manufacturing & Service Operations Management 10 (3), 391-410, 2008
Projection estimation in multiple regression with application to functional ANOVA models
JZ Huang
The annals of statistics 26 (1), 242-272, 1998
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
Joint modelling of paired sparse functional data using principal components
L Zhou, JZ Huang, RJ Carroll
Biometrika 95 (3), 601-619, 2008
Bootstrap consistency for general semiparametric M-estimation
G Cheng, JZ Huang
The Annals of Statistics 38 (5), 2884-2915, 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
Identification of non‐linear additive autoregressive models
JZ Huang, L Yang
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2004
Sparse logistic principal components analysis for binary data
S Lee, JZ Huang, J Hu
The annals of applied statistics 4 (3), 1579, 2010
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
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
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