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Author ID: lian.heng Recent zbMATH articles by "Lian, Heng"
Published as: Lian, Heng
Homepage: http://www6.cityu.edu.hk/stfprofile/henglian.htm
External Links: MGP · ORCID · dblp · GND
Documents Indexed: 160 Publications since 2007
Co-Authors: 98 Co-Authors with 130 Joint Publications
3,749 Co-Co-Authors

Publications by Year

Citations contained in zbMATH Open

113 Publications have been cited 742 times in 514 Documents Cited by Year
Functional partial linear model. Zbl 1359.62157
Lian, Heng
49
2011
Convergence of functional \(k\)-nearest neighbor regression estimate with functional responses. Zbl 1274.62291
Lian, Heng
32
2011
Empirical likelihood confidence intervals for nonparametric functional data analysis. Zbl 1238.62057
Lian, Heng
28
2012
Variable selection for high-dimensional generalized varying-coefficient models. Zbl 1253.62027
Lian, Heng
24
2012
Nonlinear functional models for functional responses in reproducing kernel Hilbert spaces. Zbl 1142.62020
Lian, Heng
23
2007
Bias-corrected GEE estimation and smooth-threshold GEE variable selection for single-index models with clustered data. Zbl 1274.62245
Lai, Peng; Wang, Qihua; Lian, Heng
23
2012
Variable selection and estimation for partially linear single-index models with longitudinal data. Zbl 1331.62336
Li, Gaorong; Lai, Peng; Lian, Heng
21
2015
Bayesian quantile regression for longitudinal data models. Zbl 1431.62162
Luo, Youxi; Lian, Heng; Tian, Maozai
19
2012
Shrinkage estimation and selection for multiple functional regression. Zbl 1257.62041
Lian, Heng
18
2013
Series expansion for functional sufficient dimension reduction. Zbl 1278.62055
Lian, Heng; Li, Gaorong
18
2014
Bayesian quantile regression for single-index models. Zbl 1325.62089
Hu, Yuao; Gramacy, Robert B.; Lian, Heng
18
2013
Generalized additive partial linear models for clustered data with diverging number of covariates using GEE. Zbl 1285.62080
Lian, Heng; Liang, Hua; Wang, Lan
18
2014
Variance function partially linear single-index models. Zbl 1414.62301
Lian, Heng; Liang, Hua; Carroll, Raymond J.
17
2015
Oracle inequalities for sparse additive quantile regression in reproducing kernel Hilbert space. Zbl 1459.62053
Lv, Shaogao; Lin, Huazhen; Lian, Heng; Huang, Jian
15
2018
Separation of covariates into nonparametric and parametric parts in high-dimensional partially linear additive models. Zbl 06503812
Lian, Heng; Liang, Hua; Ruppert, David
15
2015
Semi-varying coefficient models with a diverging number of components. Zbl 1216.62060
Li, Gaorong; Xue, Liugen; Lian, Heng
14
2011
Empirical likelihood inference for partially linear panel data models with fixed effects. Zbl 1238.62049
Zhang, Junhua; Feng, Sanying; Li, Gaorong; Lian, Heng
14
2011
Automatic variable selection for longitudinal generalized linear models. Zbl 1348.62205
Li, Gaorong; Lian, Heng; Feng, Sanying; Zhu, Lixing
13
2013
Quadratic inference functions for partially linear single-index models with longitudinal data. Zbl 1277.62093
Lai, Peng; Li, Gaorong; Lian, Heng
13
2013
Minimax prediction for functional linear regression with functional responses in reproducing kernel Hilbert spaces. Zbl 1327.62216
Lian, Heng
11
2015
Shrinkage estimation for identification of linear components in additive models. Zbl 1237.62048
Lian, Heng
10
2012
Robust closed-form estimators for the integer-valued GARCH(1,1) model. Zbl 1466.62141
Li, Qi; Lian, Heng; Zhu, Fukang
9
2016
Convergence and sparsity of Lasso and group Lasso in high-dimensional generalized linear models. Zbl 1364.62198
Wang, Lichun; You, Yuan; Lian, Heng
9
2015
Bayesian Tobit quantile regression with single-index models. Zbl 1457.62375
Zhao, Kaifeng; Lian, Heng
8
2015
Composite quantile regression for correlated data. Zbl 1466.62230
Zhao, Weihua; Lian, Heng; Song, Xinyuan
8
2017
Inference of genetic networks from time course expression data using functional regression with lasso penalty. Zbl 1216.62170
Hong, Zhaoping; Lian, Heng
8
2011
On posterior distribution of Bayesian wavelet thresholding. Zbl 1197.62048
Lian, Heng
8
2011
Variable selection in a partially linear proportional hazards model with a diverging dimensionality. Zbl 1489.62307
Hu, Yuao; Lian, Heng
8
2013
Nonconcave penalized estimation for partially linear models with longitudinal data. Zbl 1342.62052
Yang, Yiping; Li, Gaorong; Lian, Heng
8
2016
Profile forward regression screening for ultra-high dimensional semiparametric varying coefficient partially linear models. Zbl 1360.62180
Li, Yujie; Li, Gaorong; Lian, Heng; Tong, Tiejun
8
2017
A note on the consistency of Schwarz’s criterion in linear quantile regression with the SCAD penalty. Zbl 1456.62144
Lian, Heng
8
2012
Estimation and testing for partially functional linear errors-in-variables models. Zbl 1420.62186
Zhu, Hanbing; Zhang, Riquan; Yu, Zhou; Lian, Heng; Liu, Yanghui
7
2019
A note on conditional Akaike information for Poisson regression with random effects. Zbl 1334.62140
Lian, Heng
7
2012
Convergence of nonparametric functional regression estimates with functional responses. Zbl 1295.62042
Lian, Heng
7
2012
Separation of linear and index covariates in partially linear single-index models. Zbl 1328.62247
Lian, Heng; Liang, Hua
7
2016
Empirical likelihood for partially linear proportional hazards models with growing dimensions. Zbl 1328.62569
Tang, Xingyu; Li, Jianbo; Lian, Heng
7
2013
GEE analysis for longitudinal single-index quantile regression. Zbl 1391.62069
Zhao, Weihua; Lian, Heng; Liang, Hua
7
2017
A new nested Cholesky decomposition and estimation for the covariance matrix of bivariate longitudinal data. Zbl 1466.62066
Feng, Sanying; Lian, Heng; Xue, Liugen
6
2016
Shrinkage tuning parameter selection in precision matrices estimation. Zbl 1213.62099
Lian, Heng
6
2011
Identification of partially linear structure in additive models with an application to gene expression prediction from sequences. Zbl 1251.62013
Lian, Heng; Chen, Xin; Yang, Jian-Yi
6
2012
Robust reduced-rank modeling via rank regression. Zbl 1356.62056
Zhao, Weihua; Lian, Heng; Ma, Shujie
6
2017
Partially linear structure selection in Cox models with varying coefficients. Zbl 1274.62819
Lian, Heng; Lai, Peng; Liang, Hua
6
2013
Estimation and variable selection for quantile partially linear single-index models. Zbl 1403.62069
Zhang, Yuankun; Lian, Heng; Yu, Yan
6
2017
Variable selection for fixed effects varying coefficient models. Zbl 1307.62179
Li, Gao Rong; Lian, Heng; Lai, Peng; Peng, Heng
6
2015
On efficient estimators of two seemingly unrelated regressions. Zbl 1209.62139
Wang, Lichun; Lian, Heng; Singh, Radhey S.
5
2011
Variable selection in high-dimensional partly linear additive models. Zbl 1254.62053
Lian, Heng
5
2012
Total variation, adaptive total variation and nonconvex smoothly clipped absolute deviation penalty for denoising blocky images. Zbl 1209.68597
Chopra, Aditya; Lian, Heng
5
2010
Bayesian quantile regression for partially linear additive models. Zbl 1331.62143
Hu, Yuao; Zhao, Kaifeng; Lian, Heng
5
2015
Quantile regression for the single-index coefficient model. Zbl 1392.62127
Zhao, Weihua; Lian, Heng; Liang, Hua
5
2017
Variable selection for high-dimensional varying coefficient partially linear models via nonconcave penalty. Zbl 06224852
Hong, Zhaoping; Hu, Yuao; Lian, Heng
5
2013
Some asymptotic properties for functional canonical correlation analysis. Zbl 1365.62140
Lian, Heng
5
2014
Dimensionality reduction and variable selection in multivariate varying-coefficient models with a large number of covariates. Zbl 1398.62136
He, Kejun; Lian, Heng; Ma, Shujie; Huang, Jianhua Z.
5
2018
A principal varying-coefficient model for quantile regression: joint variable selection and dimension reduction. Zbl 1469.62180
Zhao, Weihua; Jiang, Xuejun; Lian, Heng
4
2018
Efficient estimation for the heteroscedastic single-index varying coefficient models. Zbl 1383.62088
Lai, Peng; Zhang, Qingzhao; Lian, Heng; Wang, Qihua
4
2016
Posterior convergence and model estimation in Bayesian change-point problems. Zbl 1329.62219
Lian, Heng
4
2010
Quantile regression for dynamic partially linear varying coefficient time series models. Zbl 1327.62307
Lian, Heng
4
2015
A note on the efficiency of composite quantile regression. Zbl 07184674
Zhao, Kaifeng; Lian, Heng
3
2016
Estimation and variable selection for proportional response data with partially linear single-index models. Zbl 1468.62236
Zhao, Weihua; Lian, Heng; Zhang, Riquan; Lai, Peng
3
2016
MOST: Detecting cancer differential gene expression. Zbl 1143.62084
Lian, Heng
3
2008
SCAD-penalised generalised additive models with non-polynomial dimensionality. Zbl 1284.62459
Li, Gaorong; Xue, Liugen; Lian, Heng
3
2012
Functional sufficient dimension reduction: convergence rates and multiple functional case. Zbl 1326.62091
Lian, Heng
3
2015
Variance function additive partial linear models. Zbl 1329.62199
Fang, Yixin; Lian, Heng; Liang, Hua; Ruppert, David
3
2015
Consistency of Bayesian estimation of a step function. Zbl 1109.62024
Lian, Heng
3
2007
Bayesian composite quantile regression for linear mixed-effects models. Zbl 1376.62025
Tian, Yuzhu; Lian, Heng; Tian, Maozai
3
2017
SCAD-penalized regression in additive partially linear proportional hazards models with an ultra-high-dimensional linear part. Zbl 1359.62130
Lian, Heng; Li, Jianbo; Tang, Xingyu
3
2014
Sparse Bayesian hierarchical modeling of high-dimensional clustering problems. Zbl 1188.62137
Lian, Heng
3
2010
Polynomial spline estimation for generalized varying coefficient partially linear models with a diverging number of components. Zbl 1365.62300
Wang, Lichun; Lai, Peng; Lian, Heng
3
2013
Generalized additive partial linear models with high-dimensional covariates. Zbl 1290.62054
Lian, Heng; Liang, Hua
3
2013
Estimation by polynomial splines with variable selection in additive Cox models. Zbl 1367.62132
Zhang, Shangli; Wang, Lichun; Lian, Heng
3
2014
Divide-and-conquer for debiased \(l_1\)-norm support vector machine in ultra-high dimensions. Zbl 1468.68158
Lian, Heng; Fan, Zengyan
3
2018
Estimation and testing for time-varying quantile single-index models with longitudinal data. Zbl 1469.62102
Li, Jianbo; Lian, Heng; Jiang, Xuejun; Song, Xinyuan
3
2018
Ultra-high dimensional single-index quantile regression. Zbl 07306908
Zhang, Yuankun; Lian, Heng; Yu, Yan
3
2020
Identification and estimation in quantile varying-coefficient models with unknown link function. Zbl 1439.62107
Yue, Lili; Li, Gaorong; Lian, Heng
3
2019
Marginal quantile regression for varying coefficient models with longitudinal data. Zbl 1436.62152
Zhao, Weihua; Zhang, Weiping; Lian, Heng
2
2020
Functional sliced inverse regression in a reproducing kernel Hilbert space: a theoretical connection to functional linear regression. Zbl 1444.62169
Wang, Guochang; Lian, Heng
2
2020
Partially linear additive models with unknown link functions. Zbl 1408.62080
Zhang, Jun; Lian, Heng
2
2018
On the sign consistency of the Lasso for the high-dimensional Cox model. Zbl 1395.62309
Lv, Shaogao; You, Mengying; Lin, Huazhen; Lian, Heng; Huang, Jian
2
2018
Sparsistent and constansistent estimation of the varying-coefficient model with a diverging number of predictors. Zbl 1396.62083
Zhao, Kaifeng; Lian, Heng
2
2016
Quantile index coefficient model with variable selection. Zbl 1352.62061
Zhao, Weihua; Lian, Heng
2
2017
Empirical likelihood for single-index models with responses missing at random. Zbl 1342.62118
Xue, LiuGen; Lian, Heng
2
2016
Minimax convergence rates for kernel CCA. Zbl 1347.62098
Fan, Zengyan; Lian, Heng
2
2016
On rates of convergence for posterior distributions under misspecification. Zbl 1167.62045
Lian, Heng
2
2009
On the consistency of Bayesian function approximation using step functions. Zbl 1144.62310
Lian, Heng
2
2007
Adaptive rates of contraction of posterior distributions in Bayesian wavelet regression. Zbl 1278.62038
Lian, Heng
2
2014
Semiparametric estimation of fixed effects panel data single-index model. Zbl 1278.62048
Lai, Peng; Li, Gaorong; Lian, Heng
2
2013
Greedy forward regression for variable screening. Zbl 06867960
Cheng, Ming-Yen; Feng, Sanying; Li, Gaorong; Lian, Heng
2
2018
Shrinkage variable selection and estimation in proportional hazards models with additive structure and high dimensionality. Zbl 1468.62119
Lian, Heng; Li, Jianbo; Hu, Yuao
2
2013
Variational inferences for partially linear additive models with variable selection. Zbl 06984089
Zhao, Kaifeng; Lian, Heng
2
2014
Regression adjustment for treatment effect with multicollinearity in high dimensions. Zbl 07027262
Yue, Lili; Li, Gaorong; Lian, Heng; Wan, Xiang
2
2019
Faster convergence rate for functional linear regression in reproducing kernel Hilbert spaces. Zbl 1437.62270
Zhang, Fode; Zhang, Weiping; Li, Rui; Lian, Heng
1
2020
Bayesian additive machine: classification with a semiparametric discriminant function. Zbl 07184635
Hu, Yuao; Zhao, Kaifeng; Lian, Heng
1
2016
Principal varying coefficient estimator for high-dimensional models. Zbl 1434.62159
Zhao, Weihua; Zhang, Fode; Wang, Xuejun; Li, Rui; Lian, Heng
1
2019
A reproducing kernel Hilbert space approach to high dimensional partially varying coefficient model. Zbl 07345887
Lv, Shaogao; Fan, Zengyan; Lian, Heng; Suzuki, Taiji; Fukumizu, Kenji
1
2020
Optimal prediction for high-dimensional functional quantile regression in reproducing kernel Hilbert spaces. Zbl 1472.62177
Yang, Guangren; Liu, Xiaohui; Lian, Heng
1
2021
The expectation-maximization approach for Bayesian quantile regression. Zbl 1468.62235
Zhao, Kaifeng; Lian, Heng
1
2016
Functional additive quantile regression. Zbl 1475.62150
Zhang, Yingying; Lian, Heng; Li, Guodong; Zhu, Zhongyi
1
2021
Estimation for single-index models via martingale difference divergence. Zbl 07058819
Liu, Jicai; Xu, Peirong; Lian, Heng
1
2019
Empirical likelihood inference for general transformation models with right censored data. Zbl 1332.62387
Li, Jianbo; Huang, Zhensheng; Lian, Heng
1
2014
Kernel additive sliced inverse regression. Zbl 1360.62181
Lian, Heng; Wang, Qin
1
2016
Spline estimator for simultaneous variable selection and constant coefficient identification in high-dimensional generalized varying-coefficient models. Zbl 1327.62309
Lian, Heng; Meng, Jie; Zhao, Kaifeng
1
2015
Optimal prediction for high-dimensional functional quantile regression in reproducing kernel Hilbert spaces. Zbl 1472.62177
Yang, Guangren; Liu, Xiaohui; Lian, Heng
1
2021
Functional additive quantile regression. Zbl 1475.62150
Zhang, Yingying; Lian, Heng; Li, Guodong; Zhu, Zhongyi
1
2021
Ultra-high dimensional single-index quantile regression. Zbl 07306908
Zhang, Yuankun; Lian, Heng; Yu, Yan
3
2020
Marginal quantile regression for varying coefficient models with longitudinal data. Zbl 1436.62152
Zhao, Weihua; Zhang, Weiping; Lian, Heng
2
2020
Functional sliced inverse regression in a reproducing kernel Hilbert space: a theoretical connection to functional linear regression. Zbl 1444.62169
Wang, Guochang; Lian, Heng
2
2020
Faster convergence rate for functional linear regression in reproducing kernel Hilbert spaces. Zbl 1437.62270
Zhang, Fode; Zhang, Weiping; Li, Rui; Lian, Heng
1
2020
A reproducing kernel Hilbert space approach to high dimensional partially varying coefficient model. Zbl 07345887
Lv, Shaogao; Fan, Zengyan; Lian, Heng; Suzuki, Taiji; Fukumizu, Kenji
1
2020
Partially functional linear regression in reproducing kernel Hilbert spaces. Zbl 07212325
Cui, Xia; Lin, Hongmei; Lian, Heng
1
2020
Nonlinear functional canonical correlation analysis via distance covariance. Zbl 1450.62059
Zhu, Hanbing; Li, Rui; Zhang, Riquan; Lian, Heng
1
2020
Estimation and testing for partially functional linear errors-in-variables models. Zbl 1420.62186
Zhu, Hanbing; Zhang, Riquan; Yu, Zhou; Lian, Heng; Liu, Yanghui
7
2019
Identification and estimation in quantile varying-coefficient models with unknown link function. Zbl 1439.62107
Yue, Lili; Li, Gaorong; Lian, Heng
3
2019
Regression adjustment for treatment effect with multicollinearity in high dimensions. Zbl 07027262
Yue, Lili; Li, Gaorong; Lian, Heng; Wan, Xiang
2
2019
Principal varying coefficient estimator for high-dimensional models. Zbl 1434.62159
Zhao, Weihua; Zhang, Fode; Wang, Xuejun; Li, Rui; Lian, Heng
1
2019
Estimation for single-index models via martingale difference divergence. Zbl 07058819
Liu, Jicai; Xu, Peirong; Lian, Heng
1
2019
A general framework for frequentist model averaging. Zbl 1412.62034
Mitra, Priyam; Lian, Heng; Mitra, Ritwik; Liang, Hua; Xie, Min-ge
1
2019
Oracle inequalities for sparse additive quantile regression in reproducing kernel Hilbert space. Zbl 1459.62053
Lv, Shaogao; Lin, Huazhen; Lian, Heng; Huang, Jian
15
2018
Dimensionality reduction and variable selection in multivariate varying-coefficient models with a large number of covariates. Zbl 1398.62136
He, Kejun; Lian, Heng; Ma, Shujie; Huang, Jianhua Z.
5
2018
A principal varying-coefficient model for quantile regression: joint variable selection and dimension reduction. Zbl 1469.62180
Zhao, Weihua; Jiang, Xuejun; Lian, Heng
4
2018
Divide-and-conquer for debiased \(l_1\)-norm support vector machine in ultra-high dimensions. Zbl 1468.68158
Lian, Heng; Fan, Zengyan
3
2018
Estimation and testing for time-varying quantile single-index models with longitudinal data. Zbl 1469.62102
Li, Jianbo; Lian, Heng; Jiang, Xuejun; Song, Xinyuan
3
2018
Partially linear additive models with unknown link functions. Zbl 1408.62080
Zhang, Jun; Lian, Heng
2
2018
On the sign consistency of the Lasso for the high-dimensional Cox model. Zbl 1395.62309
Lv, Shaogao; You, Mengying; Lin, Huazhen; Lian, Heng; Huang, Jian
2
2018
Greedy forward regression for variable screening. Zbl 06867960
Cheng, Ming-Yen; Feng, Sanying; Li, Gaorong; Lian, Heng
2
2018
Composite quantile regression for correlated data. Zbl 1466.62230
Zhao, Weihua; Lian, Heng; Song, Xinyuan
8
2017
Profile forward regression screening for ultra-high dimensional semiparametric varying coefficient partially linear models. Zbl 1360.62180
Li, Yujie; Li, Gaorong; Lian, Heng; Tong, Tiejun
8
2017
GEE analysis for longitudinal single-index quantile regression. Zbl 1391.62069
Zhao, Weihua; Lian, Heng; Liang, Hua
7
2017
Robust reduced-rank modeling via rank regression. Zbl 1356.62056
Zhao, Weihua; Lian, Heng; Ma, Shujie
6
2017
Estimation and variable selection for quantile partially linear single-index models. Zbl 1403.62069
Zhang, Yuankun; Lian, Heng; Yu, Yan
6
2017
Quantile regression for the single-index coefficient model. Zbl 1392.62127
Zhao, Weihua; Lian, Heng; Liang, Hua
5
2017
Bayesian composite quantile regression for linear mixed-effects models. Zbl 1376.62025
Tian, Yuzhu; Lian, Heng; Tian, Maozai
3
2017
Quantile index coefficient model with variable selection. Zbl 1352.62061
Zhao, Weihua; Lian, Heng
2
2017
SiAM: a hybrid of single index models and additive models. Zbl 1364.62096
Ma, Shujie; Lian, Heng; Liang, Hua; Carroll, Raymond J.
1
2017
Robust closed-form estimators for the integer-valued GARCH(1,1) model. Zbl 1466.62141
Li, Qi; Lian, Heng; Zhu, Fukang
9
2016
Nonconcave penalized estimation for partially linear models with longitudinal data. Zbl 1342.62052
Yang, Yiping; Li, Gaorong; Lian, Heng
8
2016
Separation of linear and index covariates in partially linear single-index models. Zbl 1328.62247
Lian, Heng; Liang, Hua
7
2016
A new nested Cholesky decomposition and estimation for the covariance matrix of bivariate longitudinal data. Zbl 1466.62066
Feng, Sanying; Lian, Heng; Xue, Liugen
6
2016
Efficient estimation for the heteroscedastic single-index varying coefficient models. Zbl 1383.62088
Lai, Peng; Zhang, Qingzhao; Lian, Heng; Wang, Qihua
4
2016
A note on the efficiency of composite quantile regression. Zbl 07184674
Zhao, Kaifeng; Lian, Heng
3
2016
Estimation and variable selection for proportional response data with partially linear single-index models. Zbl 1468.62236
Zhao, Weihua; Lian, Heng; Zhang, Riquan; Lai, Peng
3
2016
Sparsistent and constansistent estimation of the varying-coefficient model with a diverging number of predictors. Zbl 1396.62083
Zhao, Kaifeng; Lian, Heng
2
2016
Empirical likelihood for single-index models with responses missing at random. Zbl 1342.62118
Xue, LiuGen; Lian, Heng
2
2016
Minimax convergence rates for kernel CCA. Zbl 1347.62098
Fan, Zengyan; Lian, Heng
2
2016
Bayesian additive machine: classification with a semiparametric discriminant function. Zbl 07184635
Hu, Yuao; Zhao, Kaifeng; Lian, Heng
1
2016
The expectation-maximization approach for Bayesian quantile regression. Zbl 1468.62235
Zhao, Kaifeng; Lian, Heng
1
2016
Kernel additive sliced inverse regression. Zbl 1360.62181
Lian, Heng; Wang, Qin
1
2016
Variable selection and estimation for partially linear single-index models with longitudinal data. Zbl 1331.62336
Li, Gaorong; Lai, Peng; Lian, Heng
21
2015
Variance function partially linear single-index models. Zbl 1414.62301
Lian, Heng; Liang, Hua; Carroll, Raymond J.
17
2015
Separation of covariates into nonparametric and parametric parts in high-dimensional partially linear additive models. Zbl 06503812
Lian, Heng; Liang, Hua; Ruppert, David
15
2015
Minimax prediction for functional linear regression with functional responses in reproducing kernel Hilbert spaces. Zbl 1327.62216
Lian, Heng
11
2015
Convergence and sparsity of Lasso and group Lasso in high-dimensional generalized linear models. Zbl 1364.62198
Wang, Lichun; You, Yuan; Lian, Heng
9
2015
Bayesian Tobit quantile regression with single-index models. Zbl 1457.62375
Zhao, Kaifeng; Lian, Heng
8
2015
Variable selection for fixed effects varying coefficient models. Zbl 1307.62179
Li, Gao Rong; Lian, Heng; Lai, Peng; Peng, Heng
6
2015
Bayesian quantile regression for partially linear additive models. Zbl 1331.62143
Hu, Yuao; Zhao, Kaifeng; Lian, Heng
5
2015
Quantile regression for dynamic partially linear varying coefficient time series models. Zbl 1327.62307
Lian, Heng
4
2015
Functional sufficient dimension reduction: convergence rates and multiple functional case. Zbl 1326.62091
Lian, Heng
3
2015
Variance function additive partial linear models. Zbl 1329.62199
Fang, Yixin; Lian, Heng; Liang, Hua; Ruppert, David
3
2015
Spline estimator for simultaneous variable selection and constant coefficient identification in high-dimensional generalized varying-coefficient models. Zbl 1327.62309
Lian, Heng; Meng, Jie; Zhao, Kaifeng
1
2015
Gaussian process models for non parametric functional regression with functional responses. Zbl 1369.62081
Tang, Xingyu; Hong, Zhaoping; Hu, Yuao; Lian, Heng
1
2015
Empirical likelihood for the class of single index hazard regression models. Zbl 1327.62469
Li, Jianbo; Guo, Minglong; Du, Changxin; Zhang, Riquan; Lian, Heng
1
2015
Series expansion for functional sufficient dimension reduction. Zbl 1278.62055
Lian, Heng; Li, Gaorong
18
2014
Generalized additive partial linear models for clustered data with diverging number of covariates using GEE. Zbl 1285.62080
Lian, Heng; Liang, Hua; Wang, Lan
18
2014
Some asymptotic properties for functional canonical correlation analysis. Zbl 1365.62140
Lian, Heng
5
2014
SCAD-penalized regression in additive partially linear proportional hazards models with an ultra-high-dimensional linear part. Zbl 1359.62130
Lian, Heng; Li, Jianbo; Tang, Xingyu
3
2014
Estimation by polynomial splines with variable selection in additive Cox models. Zbl 1367.62132
Zhang, Shangli; Wang, Lichun; Lian, Heng
3
2014
Adaptive rates of contraction of posterior distributions in Bayesian wavelet regression. Zbl 1278.62038
Lian, Heng
2
2014
Variational inferences for partially linear additive models with variable selection. Zbl 06984089
Zhao, Kaifeng; Lian, Heng
2
2014
Empirical likelihood inference for general transformation models with right censored data. Zbl 1332.62387
Li, Jianbo; Huang, Zhensheng; Lian, Heng
1
2014
Semiparametric Bayesian information criterion for model selection in ultra-high dimensional additive models. Zbl 1278.62054
Lian, Heng
1
2014
Estimation and variable selection for generalised partially linear single-index models. Zbl 1359.62127
Lai, Peng; Tian, Ye; Lian, Heng
1
2014
Partially linear structure identification in generalized additive models with NP-dimensionality. Zbl 06984087
Lian, Heng; Du, Pang; Li, YuanZhang; Liang, Hua
1
2014
Shrinkage estimation and selection for multiple functional regression. Zbl 1257.62041
Lian, Heng
18
2013
Bayesian quantile regression for single-index models. Zbl 1325.62089
Hu, Yuao; Gramacy, Robert B.; Lian, Heng
18
2013
Automatic variable selection for longitudinal generalized linear models. Zbl 1348.62205
Li, Gaorong; Lian, Heng; Feng, Sanying; Zhu, Lixing
13
2013
Quadratic inference functions for partially linear single-index models with longitudinal data. Zbl 1277.62093
Lai, Peng; Li, Gaorong; Lian, Heng
13
2013
Variable selection in a partially linear proportional hazards model with a diverging dimensionality. Zbl 1489.62307
Hu, Yuao; Lian, Heng
8
2013
Empirical likelihood for partially linear proportional hazards models with growing dimensions. Zbl 1328.62569
Tang, Xingyu; Li, Jianbo; Lian, Heng
7
2013
Partially linear structure selection in Cox models with varying coefficients. Zbl 1274.62819
Lian, Heng; Lai, Peng; Liang, Hua
6
2013
Variable selection for high-dimensional varying coefficient partially linear models via nonconcave penalty. Zbl 06224852
Hong, Zhaoping; Hu, Yuao; Lian, Heng
5
2013
Polynomial spline estimation for generalized varying coefficient partially linear models with a diverging number of components. Zbl 1365.62300
Wang, Lichun; Lai, Peng; Lian, Heng
3
2013
Generalized additive partial linear models with high-dimensional covariates. Zbl 1290.62054
Lian, Heng; Liang, Hua
3
2013
Semiparametric estimation of fixed effects panel data single-index model. Zbl 1278.62048
Lai, Peng; Li, Gaorong; Lian, Heng
2
2013
Shrinkage variable selection and estimation in proportional hazards models with additive structure and high dimensionality. Zbl 1468.62119
Lian, Heng; Li, Jianbo; Hu, Yuao
2
2013
A simple and efficient algorithm for fused lasso signal approximator with convex loss function. Zbl 1306.65147
Wang, Lichun; You, Yuan; Lian, Heng
1
2013
Empirical likelihood confidence intervals for nonparametric functional data analysis. Zbl 1238.62057
Lian, Heng
28
2012
Variable selection for high-dimensional generalized varying-coefficient models. Zbl 1253.62027
Lian, Heng
24
2012
Bias-corrected GEE estimation and smooth-threshold GEE variable selection for single-index models with clustered data. Zbl 1274.62245
Lai, Peng; Wang, Qihua; Lian, Heng
23
2012
Bayesian quantile regression for longitudinal data models. Zbl 1431.62162
Luo, Youxi; Lian, Heng; Tian, Maozai
19
2012
Shrinkage estimation for identification of linear components in additive models. Zbl 1237.62048
Lian, Heng
10
2012
A note on the consistency of Schwarz’s criterion in linear quantile regression with the SCAD penalty. Zbl 1456.62144
Lian, Heng
8
2012
A note on conditional Akaike information for Poisson regression with random effects. Zbl 1334.62140
Lian, Heng
7
2012
Convergence of nonparametric functional regression estimates with functional responses. Zbl 1295.62042
Lian, Heng
7
2012
Identification of partially linear structure in additive models with an application to gene expression prediction from sequences. Zbl 1251.62013
Lian, Heng; Chen, Xin; Yang, Jian-Yi
6
2012
Variable selection in high-dimensional partly linear additive models. Zbl 1254.62053
Lian, Heng
5
2012
SCAD-penalised generalised additive models with non-polynomial dimensionality. Zbl 1284.62459
Li, Gaorong; Xue, Liugen; Lian, Heng
3
2012
Time-varying coefficient estimation in differential equation models with noisy time-varying covariates. Zbl 1274.62241
Hong, Zhaoping; Lian, Heng
1
2012
Semiparametric estimation for inverse density weighted expectations when responses are missing at random. Zbl 1241.62044
Lu, Xuewen; Lian, Heng; Liu, Wanrong
1
2012
Functional partial linear model. Zbl 1359.62157
Lian, Heng
49
2011
Convergence of functional \(k\)-nearest neighbor regression estimate with functional responses. Zbl 1274.62291
Lian, Heng
32
2011
Semi-varying coefficient models with a diverging number of components. Zbl 1216.62060
Li, Gaorong; Xue, Liugen; Lian, Heng
14
2011
Empirical likelihood inference for partially linear panel data models with fixed effects. Zbl 1238.62049
Zhang, Junhua; Feng, Sanying; Li, Gaorong; Lian, Heng
14
2011
...and 13 more Documents
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Cited by 761 Authors

63 Lian, Heng
19 Vieu, Philippe
16 Li, Gaorong
15 Xue, Liugen
15 Yang, Hu
13 Feng, Sanying
13 Lv, Jing
13 Zhao, Weihua
12 Guo, Chaohui
11 Gai, Yujie
11 Liang, Hua
11 Zhao, Peixin
10 Zhang, Riquan
8 Aneiros-Pérez, Germán
8 Laksaci, Ali
8 Wang, Kangning
7 Feng, Zhenghui
7 Lin, Hongmei
7 Wang, Guochang
7 Zhang, Fode
7 Zhao, Kaifeng
7 Zhou, Yan
7 Zhu, Fukang
6 Alhamzawi, Rahim
6 Lai, Peng
6 Ling, Nengxiang
6 Lu, Xuewen
6 Rachdi, Mustapha
6 Tian, Yuzhu
6 Yang, Jing
6 Zhou, Jianjun
5 Fan, Zengyan
5 Hu, Yuao
5 Hu, Yuping
5 Jiang, Rong
5 Lin, Bingqing
5 Ma, Shujie
5 Peng, Heng
5 Tang, Manlai
5 Tong, Tiejun
5 Yang, Guangren
5 Zhang, Qingzhao
4 Almanjahie, Ibrahim Mufrah
4 Chen, Qian
4 Cui, Xia
4 Du, Jiang
4 He, Xin
4 Li, Qi
4 Lin, Huazhen
4 Lin, Lu
4 Liu, Wanrong
4 Lv, Shaogao
4 Park, Byeong Uk
4 Smaga, Łukasz
4 Song, Xinyuan
4 Sun, Xiaofei
4 Tian, Maozai
4 Wang, Huiwen
4 Wang, Junhui
4 Wang, Mingqiu
4 Wang, Zhaoliang
4 Yu, Ping
4 Zhang, WeiPing
4 Zhu, Zhongyi
3 Ali, Haithem Taha Mohammad
3 Baghfalaki, Taban
3 Boente, Graciela
3 Cao, Ruiyuan
3 Carroll, Raymond James
3 Chen, Dirong
3 Chikr Elmezouar, Zouaoui
3 Fan, Guoliang
3 Fang, Yixin
3 Feng, Xiangnan
3 Ferraty, Frédéric
3 Ganjali, Mojtaba
3 Ghasemzadeh, Siamak
3 Ghosal, Subhashis
3 Honda, Toshio
3 Hossain, Shakhawat
3 Huang, Lele
3 Jeon, Jeong Min
3 Lee, Eun Ryung
3 Li, Jialiang
3 Li, Jianbo
3 Liang, Hanying
3 Liu, Huilan
3 Lü, Fang
3 Lu, Tao
3 Peng, Qingyan
3 Petrella, Lea
3 Qian, Weimin
3 Reimherr, Matthew L.
3 Tang, Niansheng
3 Tang, Xingyu
3 Tian, Guoliang
3 Tian, Ruiqin
3 Van Keilegom, Ingrid
3 Wang, Lichun
3 Xia, Xiaochao
...and 661 more Authors
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Cited in 85 Serials

46 Journal of Multivariate Analysis
46 Computational Statistics and Data Analysis
31 Communications in Statistics. Simulation and Computation
29 Communications in Statistics. Theory and Methods
29 Journal of Statistical Computation and Simulation
25 Statistical Papers
22 Journal of Nonparametric Statistics
21 Journal of Statistical Planning and Inference
18 Electronic Journal of Statistics
17 Annals of the Institute of Statistical Mathematics
15 Journal of the Korean Statistical Society
14 Statistics & Probability Letters
13 The Annals of Statistics
12 Statistics
12 Computational Statistics
9 Test
9 Statistica Sinica
9 Journal of Applied Statistics
9 Statistics and Computing
8 Metrika
6 Journal of Systems Science and Complexity
5 Scandinavian Journal of Statistics
5 Journal of the American Statistical Association
5 Journal of Computational and Applied Mathematics
5 Brazilian Journal of Probability and Statistics
4 Journal of Econometrics
4 Science China. Mathematics
3 Lifetime Data Analysis
3 Bernoulli
3 Analysis and Applications (Singapore)
3 Statistical Methods and Applications
3 AStA. Advances in Statistical Analysis
2 The Canadian Journal of Statistics
2 Computers & Mathematics with Applications
2 Psychometrika
2 Applied Mathematics and Computation
2 Biometrics
2 Information Sciences
2 Metron
2 Journal of Complexity
2 Acta Mathematica Sinica. English Series
2 Statistical Modelling
2 Journal of Machine Learning Research (JMLR)
2 Comptes Rendus. Mathématique. Académie des Sciences, Paris
2 Journal of Computational and Graphical Statistics
2 Bayesian Analysis
2 Communications in Mathematics and Statistics
2 Open Mathematics
1 Inverse Problems
1 Journal of Mathematical Analysis and Applications
1 Biometrical Journal
1 Journal of Approximation Theory
1 Mathematics and Computers in Simulation
1 Journal of Classification
1 Acta Mathematicae Applicatae Sinica. English Series
1 Econometric Reviews
1 International Journal of Approximate Reasoning
1 Neural Networks
1 Multidimensional Systems and Signal Processing
1 Economics Letters
1 International Journal of Computer Mathematics
1 Complexity
1 Mathematical Problems in Engineering
1 Australian & New Zealand Journal of Statistics
1 Wuhan University Journal of Natural Sciences (WUJNS)
1 Discrete Dynamics in Nature and Society
1 Statistical Inference for Stochastic Processes
1 Journal of Applied Mathematics
1 ASTIN Bulletin
1 Journal of Applied Mathematics and Computing
1 SORT. Statistics and Operations Research Transactions
1 Statistical Methodology
1 Applications and Applied Mathematics
1 Advances in Data Analysis and Classification. ADAC
1 Computational & Mathematical Methods in Medicine
1 Communications in Computational Physics
1 Statistical Analysis and Data Mining
1 Journal of Statistical Theory and Practice
1 Statistics Surveys
1 Sankhyā. Series B
1 Random Matrices: Theory and Applications
1 ISRN Applied Mathematics
1 ISRN Probability and Statistics
1 Mathematics
1 Japanese Journal of Statistics and Data Science

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