Gaussian process single-index models as emulators for computer experiments RB Gramacy, H Lian
Technometrics 54 (1), 30-41, 2012
96 2012 Functional partial linear model H Lian
Journal of Nonparametric Statistics 23 (1), 115-128, 2011
93 2011 Convergence of functional k-nearest neighbor regression estimate with functional responses H Lian
90 2011 High-dimensional vector autoregressive time series modeling via tensor decomposition D Wang, Y Zheng, H Lian, G Li
Journal of the American Statistical Association 117 (539), 1338-1356, 2022
85 2022 Nonlinear functional models for functional responses in reproducing kernel Hilbert spaces H Lian
Canadian Journal of Statistics 35 (4), 597-606, 2007
83 2007 Bayesian quantile regression for longitudinal data models Y Luo, H Lian, M Tian
Journal of Statistical Computation and Simulation 82 (11), 1635-1649, 2012
82 2012 MOST: detecting cancer differential gene expression H Lian
Biostatistics 9 (3), 411-418, 2008
73 2008 Shrinkage estimation and selection for multiple functional regression H Lian
Statistica Sinica, 51-74, 2013
65 2013 Oracle inequalities for sparse additive quantile regression in reproducing kernel Hilbert space S Lv, H Lin, H Lian, J Huang
The Annals of Statistics 46 (2), 781-813, 2018
64 2018 Divide-and-Conquer for Debiased H Lian, Z Fan
Journal of Machine Learning Research 18 (182), 1-26, 2018
61 2018 Bayesian quantile regression for single-index models Y Hu, RB Gramacy, H Lian
Statistics and Computing 23, 437-454, 2013
60 2013 Variable selection for high-dimensional generalized varying-coefficient models H Lian
Statistica Sinica, 1563-1588, 2012
56 2012 Series expansion for functional sufficient dimension reduction H Lian, G Li
Journal of Multivariate Analysis 124, 150-165, 2014
50 2014 Shrinkage tuning parameter selection in precision matrices estimation H Lian
Journal of Statistical Planning and Inference 141 (8), 2839-2848, 2011
50 2011 Empirical likelihood confidence intervals for nonparametric functional data analysis H Lian
Journal of Statistical Planning and Inference 142 (7), 1669-1677, 2012
47 2012 Total variation, adaptive total variation and nonconvex smoothly clipped absolute deviation penalty for denoising blocky images A Chopra, H Lian
Pattern Recognition 43 (8), 2609-2619, 2010
45 2010 Separation of covariates into nonparametric and parametric parts in high-dimensional partially linear additive models H Lian, H Liang, D Ruppert
Statistica Sinica, 591-607, 2015
44 2015 Variable selection and estimation for partially linear single-index models with longitudinal data G Li, P Lai, H Lian
Statistics and Computing 25, 579-593, 2015
43 2015 Semiparametric estimation of additive quantile regression models by two-fold penalty H Lian
Journal of Business & Economic Statistics 30 (3), 337-350, 2012
42 2012 On feature selection with principal component analysis for one-class SVM H Lian
Pattern Recognition Letters 33 (9), 1027-1031, 2012
41 2012 
Gaorong Li/李高荣School of Statistics, Beijing Normal UniversityCorreu electrònic verificat a bnu.edu.cn
