Edit Profile Lian, Heng Compute Distance To: Compute Author ID: lian.heng Published as: Lian, H.; Lian, Heng Homepage: http://www6.cityu.edu.hk/stfprofile/henglian.htm External Links: MGP · Wikidata · ORCID · dblp · GND Documents Indexed: 149 Publications since 2007 all top 5 Co-Authors 28 single-authored 16 Liang, Hua 15 Zhao, Weihua 14 Li, Gaorong 11 Lai, Peng 11 Zhao, Kaifeng 8 Hu, Yuao 8 Li, Jianbo 6 Fan, Zengyan 6 Feng, Sanying 6 Hong, Zhaoping 5 Wang, Lichun 5 Zhang, Riquan 4 Jiang, Xuejun 4 Lin, Hongmei 4 Meng, Jie 4 Tang, Xingyu 4 Xue, Liugen 4 Zhang, Fode 3 Fang, Yixin 3 Li, Rui 3 Lv, Shaogao 3 Ma, Shujie 3 Tian, Ye 3 Zhang, WeiPing 2 Carroll, Raymond James 2 Cui, Xia 2 Li, Rui 2 Lin, Huazhen 2 Lu, Wenqi 2 Ruppert, David 2 Song, Xinyuan 2 Tian, Maozai 2 Wang, Qihua 2 Xie, Minge 2 You, Yuan 2 Yu, Yan 2 Yue, Lili 2 Zhang, Yuankun 2 Zhu, Fukang 2 Zhu, Hanbing 2 Zhu, Zhongyi 1 Chen, Xin 1 Cheng, Ming-Yen 1 Choi, Taeryon 1 Chopra, Aditya 1 Du, Changxin 1 Du, Pang 1 Gramacy, Robert B. 1 Gu, Ming Gao 1 Guo, Minglong 1 He, Kejun 1 Huang, Jian 1 Huang, Jian 1 Huang, Jianhua Z. 1 Huang, Zhensheng 1 Jo, Seongil 1 Kim, Yongdai 1 Li, Qi 1 Li, Rui 1 Li, Yuanzhang 1 Li, Yujie 1 Liu, Jicai 1 Liu, Pengfei 1 Liu, Shu 1 Liu, Wanrong 1 Liu, Yanghui 1 Lu, Xuewen 1 Luo, Youxi 1 Ma, Yanyuan 1 Mitra, Priyam 1 Mitra, Ritwik 1 Peng, Heng 1 Qiao, Wenqian 1 Singh, Radhey S. 1 Tian, Yuzhu 1 Tong, Tiejun 1 Wan, Xiang 1 Wang, Binhuan 1 Wang, Guochang 1 Wang, Lan 1 Wang, Lei 1 Wang, Qin 1 Wang, Xuejun 1 Xiong, Xianzhu 1 Xu, Peirong 1 Yang, Aijun 1 Yang, Guangren 1 Yang, Jianyi 1 Yang, Yiping 1 You, Jinhong 1 You, Mengying 1 Yu, Zhou 1 Zhang, Jun 1 Zhang, Junhua 1 Zhang, Qingzhao 1 Zhang, Shangli 1 Zhou, Yan 1 Zhu, Lixing all top 5 Serials 29 Journal of Multivariate Analysis 18 Computational Statistics and Data Analysis 11 Statistics & Probability Letters 9 Journal of Statistical Planning and Inference 8 Journal of Nonparametric Statistics 8 Electronic Journal of Statistics 7 Statistics 7 Statistica Sinica 6 Communications in Statistics. Theory and Methods 5 Journal of Statistical Computation and Simulation 5 Statistics and Computing 3 Annals of the Institute of Statistical Mathematics 3 Journal of Machine Learning Research (JMLR) 2 Metrika 2 The Annals of Statistics 2 Biometrics 2 Science China. Mathematics 1 The Canadian Journal of Statistics 1 Inverse Problems 1 Scandinavian Journal of Statistics 1 Journal of the American Statistical Association 1 Neural Computation 1 Economics Letters 1 Computational Statistics 1 Communications in Statistics. Simulation and Computation 1 Pattern Recognition 1 Test 1 Statistical Papers 1 Bernoulli 1 Australian & New Zealand Journal of Statistics 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Acta Mathematica Sinica. English Series 1 Econometric Theory 1 Biostatistics 1 Analysis and Applications (Singapore) 1 Journal of the Korean Statistical Society 1 The Annals of Applied Statistics 1 Statistics and Its Interface all top 5 Fields 143 Statistics (62-XX) 29 Numerical analysis (65-XX) 7 Functional analysis (46-XX) 5 Biology and other natural sciences (92-XX) 4 Computer science (68-XX) 3 Probability theory and stochastic processes (60-XX) 1 Harmonic analysis on Euclidean spaces (42-XX) 1 Geophysics (86-XX) 1 Operations research, mathematical programming (90-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH 86 Publications have been cited 451 times in 339 Documents Cited by ▼ Year ▼ Functional partial linear model. Zbl 1359.62157Lian, Heng 38 2011 Convergence of functional \(k\)-nearest neighbor regression estimate with functional responses. Zbl 1274.62291Lian, Heng 26 2011 Variable selection for high-dimensional generalized varying-coefficient models. Zbl 1253.62027Lian, Heng 21 2012 Nonlinear functional models for functional responses in reproducing kernel Hilbert spaces. Zbl 1142.62020Lian, Heng 19 2007 Bias-corrected GEE estimation and smooth-threshold GEE variable selection for single-index models with clustered data. Zbl 1274.62245Lai, Peng; Wang, Qihua; Lian, Heng 17 2012 Empirical likelihood confidence intervals for nonparametric functional data analysis. Zbl 1238.62057Lian, Heng 16 2012 Generalized additive partial linear models for clustered data with diverging number of covariates using GEE. Zbl 1285.62080Lian, Heng; Liang, Hua; Wang, Lan 14 2014 Bayesian quantile regression for longitudinal data models. Zbl 1431.62162Luo, Youxi; Lian, Heng; Tian, Maozai 14 2012 Series expansion for functional sufficient dimension reduction. Zbl 1278.62055Lian, Heng; Li, Gaorong 13 2014 Bayesian quantile regression for single-index models. Zbl 1325.62089Hu, Yuao; Gramacy, Robert B.; Lian, Heng 13 2013 Quadratic inference functions for partially linear single-index models with longitudinal data. Zbl 1277.62093Lai, Peng; Li, Gaorong; Lian, Heng 11 2013 Separation of covariates into nonparametric and parametric parts in high-dimensional partially linear additive models. Zbl 06503812Lian, Heng; Liang, Hua; Ruppert, David 10 2015 Automatic variable selection for longitudinal generalized linear models. Zbl 1348.62205Li, Gaorong; Lian, Heng; Feng, Sanying; Zhu, Lixing 10 2013 Variable selection and estimation for partially linear single-index models with longitudinal data. Zbl 1331.62336Li, Gaorong; Lai, Peng; Lian, Heng 9 2015 Shrinkage estimation and selection for multiple functional regression. Zbl 1257.62041Lian, Heng 9 2013 Empirical likelihood inference for partially linear panel data models with fixed effects. Zbl 1238.62049Zhang, Junhua; Feng, Sanying; Li, Gaorong; Lian, Heng 8 2011 Semi-varying coefficient models with a diverging number of components. Zbl 1216.62060Li, Gaorong; Xue, Liugen; Lian, Heng 8 2011 Variable selection in a partially linear proportional hazards model with a diverging dimensionality. Zbl 06130765Hu, Yuao; Lian, Heng 7 2013 A note on conditional Akaike information for Poisson regression with random effects. Zbl 1334.62140Lian, Heng 7 2012 Shrinkage estimation for identification of linear components in additive models. Zbl 1237.62048Lian, Heng 7 2012 Oracle inequalities for sparse additive quantile regression in reproducing kernel Hilbert space. Zbl 06870279Lv, Shaogao; Lin, Huazhen; Lian, Heng; Huang, Jian 6 2018 Robust closed-form estimators for the integer-valued GARCH(1,1) model. Zbl 06918283Li, Qi; Lian, Heng; Zhu, Fukang 6 2016 Variance function partially linear single-index models. Zbl 1414.62301Lian, Heng; Liang, Hua; Carroll, Raymond J. 6 2015 Minimax prediction for functional linear regression with functional responses in reproducing kernel Hilbert spaces. Zbl 1327.62216Lian, Heng 6 2015 Convergence and sparsity of Lasso and group Lasso in high-dimensional generalized linear models. Zbl 1364.62198Wang, Lichun; You, Yuan; Lian, Heng 6 2015 Shrinkage tuning parameter selection in precision matrices estimation. Zbl 1213.62099Lian, Heng 6 2011 Bayesian quantile regression for partially linear additive models. Zbl 1331.62143Hu, Yuao; Zhao, Kaifeng; Lian, Heng 5 2015 Empirical likelihood for partially linear proportional hazards models with growing dimensions. Zbl 1328.62569Tang, Xingyu; Li, Jianbo; Lian, Heng 5 2013 Variable selection for high-dimensional varying coefficient partially linear models via nonconcave penalty. Zbl 06224852Hong, Zhaoping; Hu, Yuao; Lian, Heng 5 2013 A note on the consistency of Schwarz’s criterion in linear quantile regression with the SCAD penalty. Zbl 06074556Lian, Heng 5 2012 Inference of genetic networks from time course expression data using functional regression with lasso penalty. Zbl 1216.62170Hong, Zhaoping; Lian, Heng 5 2011 Total variation, adaptive total variation and nonconvex smoothly clipped absolute deviation penalty for denoising blocky images. Zbl 1209.68597Chopra, Aditya; Lian, Heng 5 2010 GEE analysis for longitudinal single-index quantile regression. Zbl 1391.62069Zhao, Weihua; Lian, Heng; Liang, Hua 4 2017 Some asymptotic properties for functional canonical correlation analysis. Zbl 1365.62140Lian, Heng 4 2014 Convergence of nonparametric functional regression estimates with functional responses. Zbl 1295.62042Lian, Heng 4 2012 Identification of partially linear structure in additive models with an application to gene expression prediction from sequences. Zbl 1251.62013Lian, Heng; Chen, Xin; Yang, Jian-Yi 4 2012 On posterior distribution of Bayesian wavelet thresholding. Zbl 1197.62048Lian, Heng 4 2011 Posterior convergence and model estimation in Bayesian change-point problems. Zbl 1329.62219Lian, Heng 4 2010 A principal varying-coefficient model for quantile regression: joint variable selection and dimension reduction. Zbl 06921226Zhao, Weihua; Jiang, Xuejun; Lian, Heng 3 2018 Composite quantile regression for correlated data. Zbl 06917817Zhao, Weihua; Lian, Heng; Song, Xinyuan 3 2017 Profile forward regression screening for ultra-high dimensional semiparametric varying coefficient partially linear models. Zbl 1360.62180Li, Yujie; Li, Gaorong; Lian, Heng; Tong, Tiejun 3 2017 Estimation by polynomial splines with variable selection in additive Cox models. Zbl 1367.62132Zhang, Shangli; Wang, Lichun; Lian, Heng 3 2014 Shrinkage variable selection and estimation in proportional hazards models with additive structure and high dimensionality. Zbl 06958933Lian, Heng; Li, Jianbo; Hu, Yuao 3 2013 Generalized additive partial linear models with high-dimensional covariates. Zbl 1290.62054Lian, Heng; Liang, Hua 3 2013 Polynomial spline estimation for generalized varying coefficient partially linear models with a diverging number of components. Zbl 1365.62300Wang, Lichun; Lai, Peng; Lian, Heng 3 2013 Variable selection in high-dimensional partly linear additive models. Zbl 1254.62053Lian, Heng 3 2012 On efficient estimators of two seemingly unrelated regressions. Zbl 1209.62139Wang, Lichun; Lian, Heng; Singh, Radhey S. 3 2011 Sparse Bayesian hierarchical modeling of high-dimensional clustering problems. Zbl 1188.62137Lian, Heng 3 2010 MOST: Detecting cancer differential gene expression. Zbl 1143.62084Lian, Heng 3 2008 Consistency of Bayesian estimation of a step function. Zbl 1109.62024Lian, Heng 3 2007 Divide-and-conquer for debiased \(l_1\)-norm support vector machine in ultra-high dimensions. Zbl 06982938Lian, Heng; Fan, Zengyan 2 2018 Robust reduced-rank modeling via rank regression. Zbl 1356.62056Zhao, Weihua; Lian, Heng; Ma, Shujie 2 2017 Nonconcave penalized estimation for partially linear models with longitudinal data. Zbl 1342.62052Yang, Yiping; Li, Gaorong; Lian, Heng 2 2016 Separation of linear and index covariates in partially linear single-index models. Zbl 1328.62247Lian, Heng; Liang, Hua 2 2016 Variance function additive partial linear models. Zbl 1329.62199Fang, Yixin; Lian, Heng; Liang, Hua; Ruppert, David 2 2015 Functional sufficient dimension reduction: convergence rates and multiple functional case. Zbl 1326.62091Lian, Heng 2 2015 Variational inferences for partially linear additive models with variable selection. Zbl 06984089Zhao, Kaifeng; Lian, Heng 2 2014 Partially linear structure identification in generalized additive models with NP-dimensionality. Zbl 06984087Lian, Heng; Du, Pang; Li, YuanZhang; Liang, Hua 2 2014 SCAD-penalized regression in additive partially linear proportional hazards models with an ultra-high-dimensional linear part. Zbl 1359.62130Lian, Heng; Li, Jianbo; Tang, Xingyu 2 2014 Partially linear structure selection in Cox models with varying coefficients. Zbl 1274.62819Lian, Heng; Lai, Peng; Liang, Hua 2 2013 On rates of convergence for posterior distributions under misspecification. Zbl 1167.62045Lian, Heng 2 2009 On the consistency of Bayesian function approximation using step functions. Zbl 1144.62310Lian, Heng 2 2007 An adaptive SVD-Krylov reduced order model for surrogate based structural shape optimization through isogeometric boundary element method. Zbl 1441.74187Li, S.; Trevelyan, J.; Wu, Z.; Lian, H.; Wang, D.; Zhang, W. 1 2019 Estimation and testing for partially functional linear errors-in-variables models. Zbl 1420.62186Zhu, Hanbing; Zhang, Riquan; Yu, Zhou; Lian, Heng; Liu, Yanghui 1 2019 Dimensionality reduction and variable selection in multivariate varying-coefficient models with a large number of covariates. Zbl 1398.62136He, Kejun; Lian, Heng; Ma, Shujie; Huang, Jianhua Z. 1 2018 Estimation and testing for time-varying quantile single-index models with longitudinal data. Zbl 06920166Li, Jianbo; Lian, Heng; Jiang, Xuejun; Song, Xinyuan 1 2018 Greedy forward regression for variable screening. Zbl 06867960Cheng, Ming-Yen; Feng, Sanying; Li, Gaorong; Lian, Heng 1 2018 Estimation and variable selection for quantile partially linear single-index models. Zbl 1403.62069Zhang, Yuankun; Lian, Heng; Yu, Yan 1 2017 Bayesian composite quantile regression for linear mixed-effects models. Zbl 1376.62025Tian, Yuzhu; Lian, Heng; Tian, Maozai 1 2017 Quantile regression for the single-index coefficient model. Zbl 1392.62127Zhao, Weihua; Lian, Heng; Liang, Hua 1 2017 Quantile index coefficient model with variable selection. Zbl 1352.62061Zhao, Weihua; Lian, Heng 1 2017 Estimation and variable selection for proportional response data with partially linear single-index models. Zbl 06918562Zhao, Weihua; Lian, Heng; Zhang, Riquan; Lai, Peng 1 2016 The expectation-maximization approach for Bayesian quantile regression. Zbl 06918559Zhao, Kaifeng; Lian, Heng 1 2016 A new nested Cholesky decomposition and estimation for the covariance matrix of bivariate longitudinal data. Zbl 06918245Feng, Sanying; Lian, Heng; Xue, Liugen 1 2016 Empirical likelihood for single-index models with responses missing at random. Zbl 1342.62118Xue, LiuGen; Lian, Heng 1 2016 Efficient estimation for the heteroscedastic single-index varying coefficient models. Zbl 1383.62088Lai, Peng; Zhang, Qingzhao; Lian, Heng; Wang, Qihua 1 2016 Bayesian Tobit quantile regression with single-index models. Zbl 07183131Zhao, Kaifeng; Lian, Heng 1 2015 Gaussian process models for non parametric functional regression with functional responses. Zbl 1369.62081Tang, Xingyu; Hong, Zhaoping; Hu, Yuao; Lian, Heng 1 2015 Spline estimator for simultaneous variable selection and constant coefficient identification in high-dimensional generalized varying-coefficient models. Zbl 1327.62309Lian, Heng; Meng, Jie; Zhao, Kaifeng 1 2015 Quantile regression for dynamic partially linear varying coefficient time series models. Zbl 1327.62307Lian, Heng 1 2015 Estimation and variable selection for generalised partially linear single-index models. Zbl 1359.62127Lai, Peng; Tian, Ye; Lian, Heng 1 2014 Adaptive rates of contraction of posterior distributions in Bayesian wavelet regression. Zbl 1278.62038Lian, Heng 1 2014 Semiparametric Bayesian information criterion for model selection in ultra-high dimensional additive models. Zbl 1278.62054Lian, Heng 1 2014 Semiparametric estimation of fixed effects panel data single-index model. Zbl 1278.62048Lai, Peng; Li, Gaorong; Lian, Heng 1 2013 Semiparametric estimation for inverse density weighted expectations when responses are missing at random. Zbl 1241.62044Lu, Xuewen; Lian, Heng; Liu, Wanrong 1 2012 Bayes and empirical Bayes inference in changepoint problems. Zbl 1159.62014Lian, Heng 1 2009 An adaptive SVD-Krylov reduced order model for surrogate based structural shape optimization through isogeometric boundary element method. Zbl 1441.74187Li, S.; Trevelyan, J.; Wu, Z.; Lian, H.; Wang, D.; Zhang, W. 1 2019 Estimation and testing for partially functional linear errors-in-variables models. Zbl 1420.62186Zhu, Hanbing; Zhang, Riquan; Yu, Zhou; Lian, Heng; Liu, Yanghui 1 2019 Oracle inequalities for sparse additive quantile regression in reproducing kernel Hilbert space. Zbl 06870279Lv, Shaogao; Lin, Huazhen; Lian, Heng; Huang, Jian 6 2018 A principal varying-coefficient model for quantile regression: joint variable selection and dimension reduction. Zbl 06921226Zhao, Weihua; Jiang, Xuejun; Lian, Heng 3 2018 Divide-and-conquer for debiased \(l_1\)-norm support vector machine in ultra-high dimensions. Zbl 06982938Lian, Heng; Fan, Zengyan 2 2018 Dimensionality reduction and variable selection in multivariate varying-coefficient models with a large number of covariates. Zbl 1398.62136He, Kejun; Lian, Heng; Ma, Shujie; Huang, Jianhua Z. 1 2018 Estimation and testing for time-varying quantile single-index models with longitudinal data. Zbl 06920166Li, Jianbo; Lian, Heng; Jiang, Xuejun; Song, Xinyuan 1 2018 Greedy forward regression for variable screening. Zbl 06867960Cheng, Ming-Yen; Feng, Sanying; Li, Gaorong; Lian, Heng 1 2018 GEE analysis for longitudinal single-index quantile regression. Zbl 1391.62069Zhao, Weihua; Lian, Heng; Liang, Hua 4 2017 Composite quantile regression for correlated data. Zbl 06917817Zhao, Weihua; Lian, Heng; Song, Xinyuan 3 2017 Profile forward regression screening for ultra-high dimensional semiparametric varying coefficient partially linear models. Zbl 1360.62180Li, Yujie; Li, Gaorong; Lian, Heng; Tong, Tiejun 3 2017 Robust reduced-rank modeling via rank regression. Zbl 1356.62056Zhao, Weihua; Lian, Heng; Ma, Shujie 2 2017 Estimation and variable selection for quantile partially linear single-index models. Zbl 1403.62069Zhang, Yuankun; Lian, Heng; Yu, Yan 1 2017 Bayesian composite quantile regression for linear mixed-effects models. Zbl 1376.62025Tian, Yuzhu; Lian, Heng; Tian, Maozai 1 2017 Quantile regression for the single-index coefficient model. Zbl 1392.62127Zhao, Weihua; Lian, Heng; Liang, Hua 1 2017 Quantile index coefficient model with variable selection. Zbl 1352.62061Zhao, Weihua; Lian, Heng 1 2017 Robust closed-form estimators for the integer-valued GARCH(1,1) model. Zbl 06918283Li, Qi; Lian, Heng; Zhu, Fukang 6 2016 Nonconcave penalized estimation for partially linear models with longitudinal data. Zbl 1342.62052Yang, Yiping; Li, Gaorong; Lian, Heng 2 2016 Separation of linear and index covariates in partially linear single-index models. Zbl 1328.62247Lian, Heng; Liang, Hua 2 2016 Estimation and variable selection for proportional response data with partially linear single-index models. Zbl 06918562Zhao, Weihua; Lian, Heng; Zhang, Riquan; Lai, Peng 1 2016 The expectation-maximization approach for Bayesian quantile regression. Zbl 06918559Zhao, Kaifeng; Lian, Heng 1 2016 A new nested Cholesky decomposition and estimation for the covariance matrix of bivariate longitudinal data. Zbl 06918245Feng, Sanying; Lian, Heng; Xue, Liugen 1 2016 Empirical likelihood for single-index models with responses missing at random. Zbl 1342.62118Xue, LiuGen; Lian, Heng 1 2016 Efficient estimation for the heteroscedastic single-index varying coefficient models. Zbl 1383.62088Lai, Peng; Zhang, Qingzhao; Lian, Heng; Wang, Qihua 1 2016 Separation of covariates into nonparametric and parametric parts in high-dimensional partially linear additive models. Zbl 06503812Lian, Heng; Liang, Hua; Ruppert, David 10 2015 Variable selection and estimation for partially linear single-index models with longitudinal data. Zbl 1331.62336Li, Gaorong; Lai, Peng; Lian, Heng 9 2015 Variance function partially linear single-index models. Zbl 1414.62301Lian, Heng; Liang, Hua; Carroll, Raymond J. 6 2015 Minimax prediction for functional linear regression with functional responses in reproducing kernel Hilbert spaces. Zbl 1327.62216Lian, Heng 6 2015 Convergence and sparsity of Lasso and group Lasso in high-dimensional generalized linear models. Zbl 1364.62198Wang, Lichun; You, Yuan; Lian, Heng 6 2015 Bayesian quantile regression for partially linear additive models. Zbl 1331.62143Hu, Yuao; Zhao, Kaifeng; Lian, Heng 5 2015 Variance function additive partial linear models. Zbl 1329.62199Fang, Yixin; Lian, Heng; Liang, Hua; Ruppert, David 2 2015 Functional sufficient dimension reduction: convergence rates and multiple functional case. Zbl 1326.62091Lian, Heng 2 2015 Bayesian Tobit quantile regression with single-index models. Zbl 07183131Zhao, Kaifeng; Lian, Heng 1 2015 Gaussian process models for non parametric functional regression with functional responses. Zbl 1369.62081Tang, Xingyu; Hong, Zhaoping; Hu, Yuao; Lian, Heng 1 2015 Spline estimator for simultaneous variable selection and constant coefficient identification in high-dimensional generalized varying-coefficient models. Zbl 1327.62309Lian, Heng; Meng, Jie; Zhao, Kaifeng 1 2015 Quantile regression for dynamic partially linear varying coefficient time series models. Zbl 1327.62307Lian, Heng 1 2015 Generalized additive partial linear models for clustered data with diverging number of covariates using GEE. Zbl 1285.62080Lian, Heng; Liang, Hua; Wang, Lan 14 2014 Series expansion for functional sufficient dimension reduction. Zbl 1278.62055Lian, Heng; Li, Gaorong 13 2014 Some asymptotic properties for functional canonical correlation analysis. Zbl 1365.62140Lian, Heng 4 2014 Estimation by polynomial splines with variable selection in additive Cox models. Zbl 1367.62132Zhang, Shangli; Wang, Lichun; Lian, Heng 3 2014 Variational inferences for partially linear additive models with variable selection. Zbl 06984089Zhao, Kaifeng; Lian, Heng 2 2014 Partially linear structure identification in generalized additive models with NP-dimensionality. Zbl 06984087Lian, Heng; Du, Pang; Li, YuanZhang; Liang, Hua 2 2014 SCAD-penalized regression in additive partially linear proportional hazards models with an ultra-high-dimensional linear part. Zbl 1359.62130Lian, Heng; Li, Jianbo; Tang, Xingyu 2 2014 Estimation and variable selection for generalised partially linear single-index models. Zbl 1359.62127Lai, Peng; Tian, Ye; Lian, Heng 1 2014 Adaptive rates of contraction of posterior distributions in Bayesian wavelet regression. Zbl 1278.62038Lian, Heng 1 2014 Semiparametric Bayesian information criterion for model selection in ultra-high dimensional additive models. Zbl 1278.62054Lian, Heng 1 2014 Bayesian quantile regression for single-index models. Zbl 1325.62089Hu, Yuao; Gramacy, Robert B.; Lian, Heng 13 2013 Quadratic inference functions for partially linear single-index models with longitudinal data. Zbl 1277.62093Lai, Peng; Li, Gaorong; Lian, Heng 11 2013 Automatic variable selection for longitudinal generalized linear models. Zbl 1348.62205Li, Gaorong; Lian, Heng; Feng, Sanying; Zhu, Lixing 10 2013 Shrinkage estimation and selection for multiple functional regression. Zbl 1257.62041Lian, Heng 9 2013 Variable selection in a partially linear proportional hazards model with a diverging dimensionality. Zbl 06130765Hu, Yuao; Lian, Heng 7 2013 Empirical likelihood for partially linear proportional hazards models with growing dimensions. Zbl 1328.62569Tang, Xingyu; Li, Jianbo; Lian, Heng 5 2013 Variable selection for high-dimensional varying coefficient partially linear models via nonconcave penalty. Zbl 06224852Hong, Zhaoping; Hu, Yuao; Lian, Heng 5 2013 Shrinkage variable selection and estimation in proportional hazards models with additive structure and high dimensionality. Zbl 06958933Lian, Heng; Li, Jianbo; Hu, Yuao 3 2013 Generalized additive partial linear models with high-dimensional covariates. Zbl 1290.62054Lian, Heng; Liang, Hua 3 2013 Polynomial spline estimation for generalized varying coefficient partially linear models with a diverging number of components. Zbl 1365.62300Wang, Lichun; Lai, Peng; Lian, Heng 3 2013 Partially linear structure selection in Cox models with varying coefficients. Zbl 1274.62819Lian, Heng; Lai, Peng; Liang, Hua 2 2013 Semiparametric estimation of fixed effects panel data single-index model. Zbl 1278.62048Lai, Peng; Li, Gaorong; Lian, Heng 1 2013 Variable selection for high-dimensional generalized varying-coefficient models. Zbl 1253.62027Lian, Heng 21 2012 Bias-corrected GEE estimation and smooth-threshold GEE variable selection for single-index models with clustered data. Zbl 1274.62245Lai, Peng; Wang, Qihua; Lian, Heng 17 2012 Empirical likelihood confidence intervals for nonparametric functional data analysis. Zbl 1238.62057Lian, Heng 16 2012 Bayesian quantile regression for longitudinal data models. Zbl 1431.62162Luo, Youxi; Lian, Heng; Tian, Maozai 14 2012 A note on conditional Akaike information for Poisson regression with random effects. Zbl 1334.62140Lian, Heng 7 2012 Shrinkage estimation for identification of linear components in additive models. Zbl 1237.62048Lian, Heng 7 2012 A note on the consistency of Schwarz’s criterion in linear quantile regression with the SCAD penalty. Zbl 06074556Lian, Heng 5 2012 Convergence of nonparametric functional regression estimates with functional responses. Zbl 1295.62042Lian, Heng 4 2012 Identification of partially linear structure in additive models with an application to gene expression prediction from sequences. Zbl 1251.62013Lian, Heng; Chen, Xin; Yang, Jian-Yi 4 2012 Variable selection in high-dimensional partly linear additive models. Zbl 1254.62053Lian, Heng 3 2012 Semiparametric estimation for inverse density weighted expectations when responses are missing at random. Zbl 1241.62044Lu, Xuewen; Lian, Heng; Liu, Wanrong 1 2012 Functional partial linear model. Zbl 1359.62157Lian, Heng 38 2011 Convergence of functional \(k\)-nearest neighbor regression estimate with functional responses. Zbl 1274.62291Lian, Heng 26 2011 Empirical likelihood inference for partially linear panel data models with fixed effects. Zbl 1238.62049Zhang, Junhua; Feng, Sanying; Li, Gaorong; Lian, Heng 8 2011 Semi-varying coefficient models with a diverging number of components. Zbl 1216.62060Li, Gaorong; Xue, Liugen; Lian, Heng 8 2011 Shrinkage tuning parameter selection in precision matrices estimation. Zbl 1213.62099Lian, Heng 6 2011 Inference of genetic networks from time course expression data using functional regression with lasso penalty. Zbl 1216.62170Hong, Zhaoping; Lian, Heng 5 2011 On posterior distribution of Bayesian wavelet thresholding. Zbl 1197.62048Lian, Heng 4 2011 On efficient estimators of two seemingly unrelated regressions. Zbl 1209.62139Wang, Lichun; Lian, Heng; Singh, Radhey S. 3 2011 Total variation, adaptive total variation and nonconvex smoothly clipped absolute deviation penalty for denoising blocky images. Zbl 1209.68597Chopra, Aditya; Lian, Heng 5 2010 Posterior convergence and model estimation in Bayesian change-point problems. Zbl 1329.62219Lian, Heng 4 2010 Sparse Bayesian hierarchical modeling of high-dimensional clustering problems. Zbl 1188.62137Lian, Heng 3 2010 On rates of convergence for posterior distributions under misspecification. Zbl 1167.62045Lian, Heng 2 2009 Bayes and empirical Bayes inference in changepoint problems. Zbl 1159.62014Lian, Heng 1 2009 MOST: Detecting cancer differential gene expression. Zbl 1143.62084Lian, Heng 3 2008 Nonlinear functional models for functional responses in reproducing kernel Hilbert spaces. Zbl 1142.62020Lian, Heng 19 2007 Consistency of Bayesian estimation of a step function. Zbl 1109.62024Lian, Heng 3 2007 On the consistency of Bayesian function approximation using step functions. Zbl 1144.62310Lian, Heng 2 2007 all cited Publications top 5 cited Publications all top 5 Cited by 552 Authors 52 Lian, Heng 18 Vieu, Philippe 15 Zhang, Jun 13 Li, Gaorong 13 Yang, Hu 12 Zhao, Weihua 11 Guo, Chaohui 11 Lv, Jing 10 Liang, Hua 8 Xue, Liugen 8 Zhao, Peixin 7 Aneiros-Pérez, Germán 7 Laksaci, Ali 7 Zhao, Kaifeng 6 Ling, Nengxiang 6 Rachdi, Mustapha 6 Zhang, Riquan 6 Zhou, Jianjun 5 Feng, Zhenghui 5 Hu, Yuao 5 Lu, Xuewen 5 Wang, Guochang 5 Yang, Jing 5 Zhou, Yan 4 Cui, Xia 4 Du, Jiang 4 Lai, Peng 4 Lin, Hongmei 4 Lin, Lu 4 Ma, Shujie 4 Peng, Heng 4 Song, Xinyuan 4 Wang, Huiwen 4 Wang, Kangning 4 Zhang, Fode 4 Zhang, WeiPing 4 Zhu, Fukang 3 Almanjahie, Ibrahim M. 3 Chen, Min 3 Chen, Qian 3 Chikr Elmezouar, Zouaoui 3 Fan, Zengyan 3 Fang, Yixin 3 Feng, Sanying 3 Feng, Xiangnan 3 Ferraty, Frédéric 3 Honda, Toshio 3 Hu, Yuping 3 Huang, Lele 3 Li, Jianbo 3 Lin, Bingqing 3 Liu, Wanrong 3 Lü, Fang 3 Lv, Shaogao 3 Peng, Qingyan 3 Tang, Xingyu 3 Tian, Ruiqin 3 Tong, Tiejun 3 Wang, Mingqiu 3 Xia, Xiaochao 3 Xu, Wangli 3 Yang, Guangren 3 Yu, Ping 3 Zhou, Yang 3 Zhu, Zhongyi 2 Abbruzzo, Antonino 2 Alhamzawi, Rahim 2 Arteaga-Molina, Luis A. 2 Boente, Graciela 2 Bolfarine, Heleno 2 Cao, Ruiyuan 2 Carroll, Raymond James 2 Chen, Dirong 2 Ciuperca, Gabriela 2 Craiu, Radu V. 2 Fan, Guoliang 2 Fang, Jianglin 2 Fraiman, Ricardo 2 Ghosal, Subhashis 2 Goia, Aldo 2 Greven, Sonja 2 He, Xin 2 Hossain, Shakhawat 2 Huang, Jianhua Z. 2 Huang, Xingfang 2 Huang, Yangxin 2 Jiang, Rong 2 Jiang, Xuejun 2 Kneib, Thomas 2 Kudraszow, Nadia L. 2 Lee, Eun Ryung 2 Li, Jialiang 2 Li, Qi 2 Li, Rui 2 Liang, Hua 2 Lin, Furong 2 Lin, Huazhen 2 Liu, Jicai 2 Ma, Yanyuan 2 Maity, Arnab Kumar ...and 452 more Authors all top 5 Cited in 76 Serials 36 Journal of Multivariate Analysis 34 Computational Statistics and Data Analysis 18 Journal of Statistical Planning and Inference 18 Journal of Statistical Computation and Simulation 17 Statistical Papers 17 Journal of Nonparametric Statistics 14 Electronic Journal of Statistics 13 Annals of the Institute of Statistical Mathematics 12 Statistics & Probability Letters 11 The Annals of Statistics 9 Journal of the Korean Statistical Society 8 Statistics 8 Computational Statistics 8 Statistics and Computing 6 Communications in Statistics. Theory and Methods 6 Test 5 Metrika 5 Scandinavian Journal of Statistics 4 Journal of the American Statistical Association 4 Journal of Computational and Applied Mathematics 4 Brazilian Journal of Probability and Statistics 4 Journal of Systems Science and Complexity 3 Communications in Statistics. Simulation and Computation 3 Journal of Applied Statistics 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 Journal of Econometrics 2 Metron 2 Lifetime Data Analysis 2 Mathematical Problems in Engineering 2 Statistical Modelling 2 Comptes Rendus. Mathématique. Académie des Sciences, Paris 2 Analysis and Applications (Singapore) 2 Science China. Mathematics 2 Bayesian Analysis 1 Inverse Problems 1 Journal of Mathematical Analysis and Applications 1 Biometrical Journal 1 Mathematics and Computers in Simulation 1 Journal of Classification 1 Acta Mathematicae Applicatae Sinica. English Series 1 International Journal of Approximate Reasoning 1 Multidimensional Systems and Signal Processing 1 Economics Letters 1 International Journal of Computer Mathematics 1 Complexity 1 Engineering Analysis with Boundary Elements 1 Bernoulli 1 Australian & New Zealand Journal of Statistics 1 Wuhan University Journal of Natural Sciences (WUJNS) 1 Discrete Dynamics in Nature and Society 1 Acta Mathematica Sinica. English Series 1 Journal of Applied Mathematics 1 Journal of Machine Learning Research (JMLR) 1 ASTIN Bulletin 1 Journal of Applied Mathematics and Computing 1 SORT. Statistics and Operations Research Transactions 1 Statistical Methodology 1 Advances in Data Analysis and Classification. ADAC 1 Computational & Mathematical Methods in Medicine 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 Communications in Mathematics and Statistics 1 ISRN Probability and Statistics 1 Mathematics 1 Open Mathematics 1 Japanese Journal of Statistics and Data Science all top 5 Cited in 23 Fields 325 Statistics (62-XX) 48 Numerical analysis (65-XX) 13 Functional analysis (46-XX) 10 Biology and other natural sciences (92-XX) 9 Probability theory and stochastic processes (60-XX) 7 Information and communication theory, circuits (94-XX) 5 Computer science (68-XX) 4 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 3 General and overarching topics; collections (00-XX) 3 Integral equations (45-XX) 2 Combinatorics (05-XX) 2 Harmonic analysis on Euclidean spaces (42-XX) 2 Operator theory (47-XX) 1 History and biography (01-XX) 1 Mathematical logic and foundations (03-XX) 1 Topological groups, Lie groups (22-XX) 1 Potential theory (31-XX) 1 Difference and functional equations (39-XX) 1 Global analysis, analysis on manifolds (58-XX) 1 Classical thermodynamics, heat transfer (80-XX) 1 Geophysics (86-XX) 1 Operations research, mathematical programming (90-XX) 1 Systems theory; control (93-XX) Citations by Year Wikidata Timeline The data are displayed as stored in Wikidata under a Creative Commons CC0 License. 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