Heng Lian
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Functional partial linear model
H Lian
Journal of Nonparametric Statistics 23 (1), 115-128, 2011
702011
Gaussian process single-index models as emulators for computer experiments
RB Gramacy, H Lian
Technometrics 54 (1), 30-41, 2012
642012
Nonlinear functional models for functional responses in reproducing kernel Hilbert spaces
H Lian
Canadian Journal of Statistics 35 (4), 597-606, 2007
632007
MOST: detecting cancer differential gene expression
H Lian
Biostatistics 9 (3), 411-418, 2008
612008
Convergence of functional k-nearest neighbor regression estimate with functional responses
H Lian
Electronic Journal of Statistics 5, 31-40, 2011
522011
Bayesian quantile regression for longitudinal data models
Y Luo, H Lian, M Tian
Journal of Statistical Computation and Simulation 82 (11), 1635-1649, 2012
482012
Variable selection for high-dimensional generalized varying-coefficient models
H Lian
Statistica Sinica, 1563-1588, 2012
462012
Shrinkage estimation and selection for multiple functional regression
H Lian
Statistica Sinica, 51-74, 2013
402013
Bayesian quantile regression for single-index models
Y Hu, RB Gramacy, H Lian
Statistics and Computing 23 (4), 437-454, 2013
382013
Empirical likelihood confidence intervals for nonparametric functional data analysis
H Lian
Journal of Statistical Planning and Inference 142 (7), 1669-1677, 2012
382012
Shrinkage tuning parameter selection in precision matrices estimation
H Lian
Journal of Statistical Planning and Inference 141 (8), 2839-2848, 2011
362011
Empirical likelihood inference for partially linear panel data models with fixed effects
J Zhang, S Feng, G Li, H Lian
Economics Letters 113 (2), 165-167, 2011
352011
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
352010
Series expansion for functional sufficient dimension reduction
H Lian, G Li
Journal of Multivariate Analysis 124, 150-165, 2014
332014
Automated mapping of large-scale chromatin structure in ENCODE
H Lian, WA Thompson, R Thurman, JA Stamatoyannopoulos, WS Noble, ...
Bioinformatics 24 (17), 1911-1916, 2008
332008
Bias-corrected GEE estimation and smooth-threshold GEE variable selection for single-index models with clustered data
P Lai, Q Wang, H Lian
Journal of Multivariate Analysis 105 (1), 422-432, 2012
322012
Variable selection and estimation for partially linear single-index models with longitudinal data
G Li, P Lai, H Lian
Statistics and Computing 25 (3), 579-593, 2015
312015
Generalized additive partial linear models for clustered data with diverging number of covariates using GEE
H Lian, H Liang, L Wang
Statistica Sinica 24 (1), 173-196, 2014
312014
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
282018
Variance Function Partially Linear Single-Index Models1
H Lian, H Liang, RJ Carroll
Journal of the Royal Statistical Society. Series B, Statistical methodology …, 2015
282015
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Artikelen 1–20