Edit Profile (opens in new tab) Liang, Hua Co-Author Distance Author ID: liang.hua Published as: Liang, Hua; Liang, H. Homepage: http://home.gwu.edu/~hliang/ External Links: MGP Documents Indexed: 180 Publications since 1993, including 1 Book and 1 Additional arXiv Preprint Co-Authors: 123 Co-Authors with 150 Joint Publications 4,376 Co-Co-Authors all top 5 Co-Authors 22 single-authored 16 Lian, Heng 15 Zou, Guohua 10 Carroll, Raymond James 9 Ruppert, David 9 Wu, Hulin 9 Zhang, Xinyu 9 Zhou, Yong 8 Du, Pang 7 Zhang, Jun 6 Cheng, Ping 6 Gao, Jiti 6 Härdle, Wolfgang Karl 6 Li, Xinmin 6 Zhu, Lixing 5 Lin, Huazhen 5 Ma, Shujie 5 Su, Haiyan 5 Yu, Yao 4 Huang, Hailin 4 Li, Yuanzhang 4 Wang, Suojin 3 Chen, Feifei 3 Fang, Yixin 3 Hauser, Russ 3 Li, Runze 3 Liu, Xiang 3 Sun, Zhihua 3 Tang, Yanlin 3 Thurston, Sally W. 3 Tsai, Chihling 3 Wang, Li 3 Xu, Wenchao 3 Zhang, Riquan 3 Zhao, Weihua 3 Zhou, Ling 3 Zhu, Rong 2 Chen, Baicheng 2 Chen, Rong 2 Deng, Guohua 2 He, Wenqing 2 Hong, Shengyan 2 Lin, Hongmei 2 Liu, Anna 2 Lu, Tao 2 Miao, Hongyu 2 Qin, Yongsong 2 Ren, Haobo 2 Shangguan, Jizi 2 Shi, Yimin 2 Tan, Wai-Yuan 2 Wang, Haiying 2 Wang, Juan 2 Wang, Tao 2 Xiong, Xiaoping 2 Xue, Lan 2 Yang, Hui 2 Yi, Grace Yun 2 Zhang, Dixin 2 Zhou, Xiao-Hua Andrew 1 Apanasovich, Tatiyana V. 1 Bu, Qiushi 1 Chen, Guijing 1 Chen, Jia 1 Chen, Kani 1 Chen, Tian 1 Chen, Xuerong 1 Chen, Ying-yeh 1 Cheng, Guang 1 Cui, Xia 1 Ding, Hui 1 Feng, Zhenghui 1 Gagnon, Jacob 1 Galindo, Christian D. 1 Gao, Yu Fu 1 He, Yanling 1 Huang, Wenzheng 1 Jin, Lei 1 Kauermann, Goran 1 Kobie, James 1 Lai, Peng 1 Li, Degui 1 Li, Haoqi 1 Li, Hongzhe 1 Liang, Haozhe 1 Lin, Peng 1 Liu, Yutao 1 Ma, Shuangge 1 Meeker, John D. 1 Mitra, Priyam 1 Mitra, Ritwik 1 Qu, Annie 1 Robins, James M. 1 Ruan, Peifeng 1 Sanz, Ignacio 1 Sha, Naijun 1 Sommerfeld, Volker 1 Song, Weixing 1 Sun, Jinhui 1 Sun, Zihua 1 Tao, Jingxuan ...and 34 more Co-Authors all top 5 Serials 15 Statistica Sinica 10 The Annals of Statistics 10 Computational Statistics and Data Analysis 9 Journal of the American Statistical Association 9 Journal of Multivariate Analysis 9 Communications in Statistics. Theory and Methods 8 Journal of Statistical Planning and Inference 7 Scandinavian Journal of Statistics 7 Electronic Journal of Statistics 6 Annals of the Institute of Statistical Mathematics 6 Systems Science and Mathematical Sciences 6 Science China. Mathematics 5 Biometrika 4 Biometrical Journal 4 Statistics & Probability Letters 4 Chinese Journal of Applied Probability and Statistics 4 Statistical Methods in Medical Research 4 Statistics and Its Interface 3 Journal of Systems Science and Mathematical Sciences 3 Journal of Nonparametric Statistics 2 Biometrics 2 Chinese Annals of Mathematics. Series B 2 Acta Mathematicae Applicatae Sinica. English Series 2 Mathematica Applicata 2 Journal of Statistical Computation and Simulation 2 Biostatistics 2 Journal of Business and Economic Statistics 2 Journal of Computational and Graphical Statistics 2 Statistics and Computing 1 The Canadian Journal of Statistics 1 Mathematical Biosciences 1 Acta Mathematica Sinica 1 Applied Mathematics and Computation 1 Journal of Econometrics 1 Soochow Journal of Mathematics 1 Journal of Time Series Analysis 1 Mathematics in Practice and Theory 1 Journal of Engineering Mathematics (Xi’an) 1 Journal of the Japanese Society of Computational Statistics 1 Chinese Science Bulletin 1 Lifetime Data Analysis 1 Bernoulli 1 Taiwanese Journal of Mathematics 1 Australian & New Zealand Journal of Statistics 1 Far East Journal of Theoretical Statistics 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Journal of Applied Statistics 1 Econometric Theory 1 Statistical Applications in Genetics and Molecular Biology 1 The Annals of Applied Statistics 1 Sankhyā. Series A 1 Statistical Theory and Related Fields all top 5 Fields 178 Statistics (62-XX) 24 Numerical analysis (65-XX) 15 Biology and other natural sciences (92-XX) 5 Probability theory and stochastic processes (60-XX) 3 Dynamical systems and ergodic theory (37-XX) 1 Combinatorics (05-XX) 1 Ordinary differential equations (34-XX) 1 Partial differential equations (35-XX) 1 Harmonic analysis on Euclidean spaces (42-XX) 1 Systems theory; control (93-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 124 Publications have been cited 2,487 times in 1,527 Documents Cited by ▼ Year ▼ Estimation in a semiparametric partially linear errors-in-variables model. Zbl 0977.62036 Liang, Hua; Härdle, Wolfgang; Carroll, Raymond J. 211 1999 Variable selection in semiparametric regression modeling. Zbl 1132.62027 Li, Runze; Liang, Hua 177 2008 Partially linear models. Zbl 0968.62006 Härdle, Wolfgang; Liang, Hua; Gao, Jiti 176 2000 Estimation and testing for partially linear single-index models. Zbl 1204.62068 Liang, Hua; Liu, Xiang; Li, Runze; Tsai, Chih-Ling 132 2010 Variable selection for partially linear models with measurement errors. Zbl 1388.62208 Liang, Hua; Li, Runze 87 2009 Optimal weight choice for frequentist model average estimators. Zbl 1229.62090 Liang, Hua; Zou, Guohua; Wan, Alan T. K.; Zhang, Xinyu 87 2011 Statistical inference for semiparametric varying-coefficient partially linear models with error-prone linear covariates. Zbl 1156.62036 Zhou, Yong; Liang, Hua 83 2009 Partially linear models with missing response variables and error-prone covariates. Zbl 1223.62046 Liang, Hua; Wang, Suojin; Carroll, Raymond J. 79 2007 Estimation in partially linear models with missing covariates. Zbl 1117.62385 Liang, Hua; Wang, Suojin; Robins, James M.; Carroll, Raymond J. 77 2004 Estimation and variable selection for generalized additive partial linear models. Zbl 1227.62053 Wang, Li; Liu, Xiang; Liang, Hua; Carroll, Raymond J. 68 2011 Focused information criterion and model averaging for generalized additive partial linear models. Zbl 1209.62088 Zhang, Xinyu; Liang, Hua 68 2011 Parameter estimation for differential equation models using a framework of measurement error in regression models. Zbl 1286.62039 Liang, Hua; Wu, Hulin 67 2008 Estimation and variable selection for semiparametric additive partial linear models. Zbl 1223.62020 Liu, Xiang; Wang, Li; Liang, Hua 56 2011 Additive partial linear models with measurement errors. Zbl 1437.62526 Liang, Hua; Thurston, Sally W.; Ruppert, David; Apanasovich, Tatiyana; Hauser, Russ 56 2008 Quantile regression estimates for a class of linear and partially linear errors-in-variables models. Zbl 0970.62043 He, Xuming; Liang, Hua 45 2000 Partially linear single-index measurement error models. Zbl 1061.62098 Liang, Hua; Wang, Naisyin 41 2005 Estimation and model selection in generalized additive partial linear models for correlated data with diverging number of covariates. Zbl 1309.62077 Wang, Li; Xue, Lan; Qu, Annie; Liang, Hua 41 2014 The relationship between virologic and immunologic responses in AIDS clinical research using mixed-effects varying-coefficient models with measurement error. Zbl 1141.62350 Liang, Hua; Wu, Hulin; Carroll, Raymond J. 40 2003 Model averaging and weight choice in linear mixed-effects models. Zbl 1285.62077 Zhang, Xinyu; Zou, Guohua; Liang, Hua 37 2014 A note on conditional AIC for linear mixed-effects models. Zbl 1437.62527 Liang, Hua; Wu, Hulin; Zou, Guohua 37 2008 Asymptotic normality of parametric part in partially linear models with measurement error in the nonparametric part. Zbl 0952.62036 Liang, Hua 33 2000 Empirical likelihood-based inferences for generalized partially linear models. Zbl 1197.62092 Liang, Hua; Qin, Yongsong; Zhang, Xinyu; Ruppert, David 31 2009 Generalized partially linear models with missing covariates. Zbl 1136.62338 Liang, Hua 28 2008 Nonlinear models with measurement errors subject to single-indexed distortion. Zbl 1274.62304 Zhang, Jun; Zhu, Li-Xing; Liang, Hua 26 2012 Partial linear single index models with distortion measurement errors. Zbl 1440.62141 Zhang, Jun; Yu, Yao; Zhu, Li-Xing; Liang, Hua 26 2013 Estimation in partially linear models and numerical comparisons. Zbl 1431.62141 Liang, Hua 25 2006 Backfitting random varying-coefficient models with time-dependent smoothing covariates. Zbl 1053.62052 Wu, Hulin; Liang, Hua 24 2004 Generalized partially linear mixed-effects models incorporating mismeasured covariates. Zbl 1294.62147 Liang, Hua 24 2009 Penalized variable selection procedure for Cox models with semiparametric relative risk. Zbl 1202.62132 Du, Pang; Ma, Shuangge; Liang, Hua 24 2010 Generalized additive partial linear models for clustered data with diverging number of covariates using GEE. Zbl 1285.62080 Lian, Heng; Liang, Hua; Wang, Lan 23 2014 Variance function partially linear single-index models. Zbl 1414.62301 Lian, Heng; Liang, Hua; Carroll, Raymond J. 22 2015 Polynomial spline estimation for a generalized additive coefficient model. Zbl 1223.62134 Xue, Lan; Liang, Hua 21 2010 Separation of covariates into nonparametric and parametric parts in high-dimensional partially linear additive models. Zbl 06503812 Lian, Heng; Liang, Hua; Ruppert, David 20 2015 Semiparametric GEE analysis in partially linear single-index models for longitudinal data. Zbl 1317.62036 Chen, Jia; Li, Degui; Liang, Hua; Wang, Suojin 19 2015 Estimation of constant and time-varying dynamic parameters of HIV infection in a nonlinear differential equation model. (srda.) Zbl 1189.62171 Liang, Hua; Miao, Hongyu; Wu, Hulin 19 2010 Parsimonious model averaging with a diverging number of parameters. Zbl 1445.62047 Zhang, Xinyu; Zou, Guohua; Liang, Hua; Carroll, Raymond J. 18 2020 High-dimensional ODEs coupled with mixed-effects modeling techniques for dynamic gene regulatory network identification. Zbl 1234.62146 Lu, Tao; Liang, Hua; Li, Hongzhe; Wu, Hulin 17 2011 Comparison of several means: a fiducial based approach. Zbl 1328.62098 Li, Xinmin; Wang, Juan; Liang, Hua 16 2011 Sparse additive ordinary differential equations for dynamic gene regulatory network modeling. Zbl 1367.62221 Wu, Hulin; Lu, Tao; Xue, Hongqi; Liang, Hua 15 2014 Integrated conditional moment test for partially linear single index models incorporating dimension-reduction. Zbl 1348.62141 Ma, Shujie; Zhang, Jun; Sun, Zihua; Liang, Hua 15 2014 Partially linear single index models for repeated measurements. Zbl 1292.62060 Ma, Shujie; Liang, Hua; Tsai, Chih-Ling 15 2014 Empirical-likelihood-based semiparametric inference for the treatment effect in the two-sample problem with censoring. Zbl 1094.62128 Zhou, Yong; Liang, Hua 15 2005 Two-component mixture cure rate model with spline estimated nonparametric components. Zbl 1272.62097 Wang, Lu; Du, Pang; Liang, Hua 14 2012 Large sample theory of the estimation of the error distribution for a semiparametric model. Zbl 0935.62048 Liang, Hua; Härdle, Wolfgang 13 1999 Asymptotic normality for \(L_1\) norm kernel estimator of conditional median under \(\alpha\)-mixing dependence. Zbl 0948.62026 Zhou, Yong; Liang, Hua 13 2000 Empirical likelihood based inference for additive partial linear measurement error models. Zbl 1245.62024 Liang, Hua; Su, Haiyan; Thurston, Sally W.; Meeker, John D.; Hauser, Russ 13 2009 Efficient estimation of the nonparametric mean and covariance functions for longitudinal and sparse functional data. Zbl 1409.62080 Zhou, Ling; Lin, Huazhen; Liang, Hua 12 2018 Statistical inference in single-index and partially nonlinear models. Zbl 0935.62046 Gao, Jiti; Liang, Hua 10 1997 Separation of linear and index covariates in partially linear single-index models. Zbl 1328.62247 Lian, Heng; Liang, Hua 10 2016 GEE analysis for longitudinal single-index quantile regression. Zbl 1391.62069 Zhao, Weihua; Lian, Heng; Liang, Hua 10 2017 Profiled forward regression for ultrahigh dimensional variable screening in semiparametric partially linear models. Zbl 1238.62045 Liang, Hua; Wang, Hansheng; Tsai, Chih-Ling 10 2012 Analysis of correlated binary data under partially linear single-index logistic models. Zbl 1152.62022 Yi, Grace Y.; He, Wenqing; Liang, Hua 10 2009 Linearly implicit conservative schemes for long-term numerical simulation of Klein-Gordon-Schrödinger equations. Zbl 1334.65170 Liang, Hua 10 2014 A dimension reduction based approach for estimation and variable selection in partially linear single-index models with high-dimensional covariates. Zbl 1295.62046 Zhang, Jun; Wang, Tao; Zhu, Lixing; Liang, Hua 10 2012 Quantile regression for the single-index coefficient model. Zbl 1392.62127 Zhao, Weihua; Lian, Heng; Liang, Hua 9 2017 Asymptotic normality of pseudo-LS estimator for partly linear autoregression models. Zbl 0818.62076 Gao, Jiti; Liang, Hua 9 1995 Semiparametric regression models with additive nonparametric components and high dimensional parametric components. Zbl 1243.62053 Du, Pang; Cheng, Guang; Liang, Hua 9 2012 Empirical likelihood-based inferences for partially linear models with missing covariates. Zbl 1337.62181 Liang, Hua; Qin, Yongsong 9 2008 Bootstrap approximation in a partially linear regression model. Zbl 0965.62034 Liang, Hua; Härdle, Wolfgang; Sommerfeld, Volker 8 2000 Nonlinear measurement error models subject to additive distortion. Zbl 1287.62012 Zhang, Jun; Yu, Yao; Zhou, Bu; Liang, Hua 8 2014 Partially linear structure selection in Cox models with varying coefficients. Zbl 1274.62819 Lian, Heng; Lai, Peng; Liang, Hua 8 2013 Maximum likelihood estimation in logistic regression models with a diverging number of covariates. Zbl 1295.62021 Liang, Hua; Du, Pang 8 2012 Model averaging for semiparametric additive partial linear models. Zbl 1203.62064 Deng, Guohua; Liang, Hua 8 2010 Estimation and inference in generalized additive coefficient models for nonlinear interactions with high-dimensional covariates. Zbl 1323.62033 Ma, Shujie; Carroll, Raymond J.; Liang, Hua; Xu, Shizhong 7 2015 Estimation of a groupwise additive multiple-index model and its applications. Zbl 06503810 Wang, Tao; Zhang, Jun; Liang, Hua; Zhu, Lixing 7 2015 Fiducial generalized \(p\)-values for testing zero-variance components in linear mixed-effects models. Zbl 1395.62212 Li, Xinmin; Su, Haiyan; Liang, Hua 7 2018 Improved estimation in multiple linear regression models with measurement error and general constraint. Zbl 1169.62063 Liang, Hua; Song, Weixing 7 2009 Semiparametric inference for ROC curves with censoring. Zbl 1164.62075 Liang, Hua; Zhou, Yong 7 2008 Improved AIC selection strategy for survival analysis. Zbl 1452.62087 Liang, Hua; Zou, Guohua 7 2008 Asymptotic normality in a semiparametric partially linear model with right-censored data. Zbl 0924.62043 Liang, Hua; Zhou, Yong 7 1998 Determination of linear components in additive models. Zbl 1317.62033 Chen, Rong; Liang, Hua; Wang, Jing 7 2011 A flexible method for estimating the ROC curve. Zbl 1121.62474 Ren, Haobo; Zhou, Xiao-Hua; Liang, Hua 7 2004 Generalized additive partial linear models with high-dimensional covariates. Zbl 1290.62054 Lian, Heng; Liang, Hua 6 2013 Composite estimation for single-index models with responses subject to detection limits. Zbl 1403.62066 Tang, Yanlin; Wang, Huixia Judy; Liang, Hua 5 2018 Second order asymptotic efficiency in a partial linear model. Zbl 0786.62039 Liang, Hua; Cheng, Ping 5 1993 The Berry-Esseen bounds of error variance estimation in semiparametric regression models. Zbl 0825.62249 Liang, H. 5 1994 Convergence rates of a class of estimators in partly linear models. Zbl 0837.62040 Gao, Jiti; Hong, Shengyan; Liang, Hua 5 1995 Asymptotic properties for \(L_1\) norm kernel estimator of conditional median under dependence. Zbl 1054.62050 Zhou, Yong; Liang, Hua 5 2003 Profiled adaptive elastic-net procedure for partially linear models with high-dimensional covariates. Zbl 1239.62039 Chen, Baicheng; Yu, Yao; Zou, Hui; Liang, Hua 5 2012 Unbiased invariant least squares estimation in a generalized growth curve model. Zbl 1193.62100 Wu, Xiaoyong; Liang, Hua; Zou, Guohua 5 2009 GMM estimation in partial linear models with endogenous covariates causing an over-identified problem. Zbl 1342.62057 Chen, Baicheng; Liang, Hua; Zhou, Yong 4 2016 Berry-Esseen bounds of error variance estimation in partly linear models. Zbl 0864.62018 Gao, Jiti; Hong, Shengyan; Liang, Hua 4 1996 Generalized varying coefficient partially linear measurement errors models. Zbl 1398.62200 Zhang, Jun; Feng, Zhenghui; Xu, Peirong; Liang, Hua 4 2017 Semiparametric marginal and association regression methods for clustered binary data. Zbl 1333.62107 Yi, Grace Y.; He, Wenqing; Liang, Hua 4 2011 Checking linearity of non-parametric component in partially linear models with an application in systemic inflammatory response syndrome study. Zbl 1143.62320 Liang, Hua 4 2006 Asymptotically efficient estimation based on wavelet of expectation value in a partial linear model. Zbl 0935.62043 Liang, Hua; Zhu, Lixing; Zhou, Yong 3 1999 Variance function additive partial linear models. Zbl 1329.62199 Fang, Yixin; Lian, Heng; Liang, Hua; Ruppert, David 3 2015 Partially linear structure identification in generalized additive models with NP-dimensionality. Zbl 1506.62107 Lian, Heng; Du, Pang; Li, YuanZhang; Liang, Hua 3 2014 Selection strategy for covariance structure of random effects in linear mixed-effects models. Zbl 1364.62182 Zhang, Xinyu; Liang, Hua; Liu, Anna; Ruppert, David; Zou, Guohua 3 2016 A projection-based consistent test incorporating dimension-reduction in partially linear models. Zbl 1475.62172 Sun, Zhihua; Chen, Feifei; Liang, Hua; Ruppert, David 3 2021 Efficient estimation and computation of parameters and nonparametric functions in generalized semi/non-parametric regression models. Zbl 1456.62079 Zhou, Ling; Lin, Huazhen; Chen, Kani; Liang, Hua 3 2019 Axiomatic development of profile likelihoods as the strength of evidence for composite hypotheses. Zbl 1128.62002 He, Yanling; Huang, Wenzheng; Liang, Hua 3 2007 Identification of significant B cell associations with undetected observations using a Tobit model. Zbl 1388.62315 Chen, Tian; Ma, Shujie; Kobie, James; Rosenberg, Alexander; Sanz, Ignacio; Liang, Hua 2 2016 Bootstrap confidence intervals for local likelihood, local estimating equations and varying coefficient models. Zbl 0967.62026 Galindo, Christian D.; Liang, Hua; Kauermann, Goran; Carrol, Raymond J. 2 2001 Additive partially linear models for massive heterogeneous data. Zbl 1416.62230 Wang, Binhuan; Fang, Yixin; Lian, Heng; Liang, Hua 2 2019 A general framework for frequentist model averaging. Zbl 1412.62034 Mitra, Priyam; Lian, Heng; Mitra, Ritwik; Liang, Hua; Xie, Min-ge 2 2019 Functional response regression analysis. Zbl 1416.62322 Chen, Xuerong; Li, Haoqi; Liang, Hua; Lin, Huazhen 2 2019 Second-order asymptotic efficiency of PMLE in generalized linear models. Zbl 0835.62030 Liang, Hua 2 1995 Second order asymptotic efficiency in a partly autoregressive model. Zbl 0851.62060 Liang, Hua 2 1996 Modeling antitumor activity by using a non-linear mixed-effects model. Zbl 1072.92024 Liang, Hua; Sha, Naijun 2 2004 A projection-based consistent test incorporating dimension-reduction in partially linear models. Zbl 1475.62172 Sun, Zhihua; Chen, Feifei; Liang, Hua; Ruppert, David 3 2021 Parsimonious model averaging with a diverging number of parameters. Zbl 1445.62047 Zhang, Xinyu; Zou, Guohua; Liang, Hua; Carroll, Raymond J. 18 2020 Estimation and inference in partially functional linear regression with multiple functional covariates. Zbl 1441.62183 Xu, Wenchao; Ding, Hui; Zhang, Riquan; Liang, Hua 2 2020 Efficient estimation and computation of parameters and nonparametric functions in generalized semi/non-parametric regression models. Zbl 1456.62079 Zhou, Ling; Lin, Huazhen; Chen, Kani; Liang, Hua 3 2019 Additive partially linear models for massive heterogeneous data. Zbl 1416.62230 Wang, Binhuan; Fang, Yixin; Lian, Heng; Liang, Hua 2 2019 A general framework for frequentist model averaging. Zbl 1412.62034 Mitra, Priyam; Lian, Heng; Mitra, Ritwik; Liang, Hua; Xie, Min-ge 2 2019 Functional response regression analysis. Zbl 1416.62322 Chen, Xuerong; Li, Haoqi; Liang, Hua; Lin, Huazhen 2 2019 Two-sample functional linear models. Zbl 1433.62190 Xu, Wenchao; Zhang, Riquan; Liang, Hua 1 2019 Global kernel estimator and test of varying-coefficient autoregressive model. Zbl 1522.62085 Lin, Huazhen; Yang, Baoying; Zhou, Ling; Yip, Paul S. F.; Chen, Ying-yeh; Liang, Hua 1 2019 Efficient estimation of the nonparametric mean and covariance functions for longitudinal and sparse functional data. Zbl 1409.62080 Zhou, Ling; Lin, Huazhen; Liang, Hua 12 2018 Fiducial generalized \(p\)-values for testing zero-variance components in linear mixed-effects models. Zbl 1395.62212 Li, Xinmin; Su, Haiyan; Liang, Hua 7 2018 Composite estimation for single-index models with responses subject to detection limits. Zbl 1403.62066 Tang, Yanlin; Wang, Huixia Judy; Liang, Hua 5 2018 GEE analysis for longitudinal single-index quantile regression. Zbl 1391.62069 Zhao, Weihua; Lian, Heng; Liang, Hua 10 2017 Quantile regression for the single-index coefficient model. Zbl 1392.62127 Zhao, Weihua; Lian, Heng; Liang, Hua 9 2017 Generalized varying coefficient partially linear measurement errors models. Zbl 1398.62200 Zhang, Jun; Feng, Zhenghui; Xu, Peirong; Liang, Hua 4 2017 Variable selection and model averaging for longitudinal data incorporating GEE approach. Zbl 1468.62247 Yang, Hui; Lin, Peng; Zou, Guohua; Liang, Hua 1 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 Separation of linear and index covariates in partially linear single-index models. Zbl 1328.62247 Lian, Heng; Liang, Hua 10 2016 GMM estimation in partial linear models with endogenous covariates causing an over-identified problem. Zbl 1342.62057 Chen, Baicheng; Liang, Hua; Zhou, Yong 4 2016 Selection strategy for covariance structure of random effects in linear mixed-effects models. Zbl 1364.62182 Zhang, Xinyu; Liang, Hua; Liu, Anna; Ruppert, David; Zou, Guohua 3 2016 Identification of significant B cell associations with undetected observations using a Tobit model. Zbl 1388.62315 Chen, Tian; Ma, Shujie; Kobie, James; Rosenberg, Alexander; Sanz, Ignacio; Liang, Hua 2 2016 Penalized weighted least squares to small area estimation. Zbl 1468.62254 Zhu, Rong; Zou, Guohua; Liang, Hua; Zhu, Lixing 1 2016 Variance function partially linear single-index models. Zbl 1414.62301 Lian, Heng; Liang, Hua; Carroll, Raymond J. 22 2015 Separation of covariates into nonparametric and parametric parts in high-dimensional partially linear additive models. Zbl 06503812 Lian, Heng; Liang, Hua; Ruppert, David 20 2015 Semiparametric GEE analysis in partially linear single-index models for longitudinal data. Zbl 1317.62036 Chen, Jia; Li, Degui; Liang, Hua; Wang, Suojin 19 2015 Estimation and inference in generalized additive coefficient models for nonlinear interactions with high-dimensional covariates. Zbl 1323.62033 Ma, Shujie; Carroll, Raymond J.; Liang, Hua; Xu, Shizhong 7 2015 Estimation of a groupwise additive multiple-index model and its applications. Zbl 06503810 Wang, Tao; Zhang, Jun; Liang, Hua; Zhu, Lixing 7 2015 Variance function additive partial linear models. Zbl 1329.62199 Fang, Yixin; Lian, Heng; Liang, Hua; Ruppert, David 3 2015 Focused information criterion on predictive models in personalized medicine. Zbl 1325.62205 Yang, Hui; Liu, Yutao; Liang, Hua 1 2015 Estimation and model selection in generalized additive partial linear models for correlated data with diverging number of covariates. Zbl 1309.62077 Wang, Li; Xue, Lan; Qu, Annie; Liang, Hua 41 2014 Model averaging and weight choice in linear mixed-effects models. Zbl 1285.62077 Zhang, Xinyu; Zou, Guohua; Liang, Hua 37 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 23 2014 Sparse additive ordinary differential equations for dynamic gene regulatory network modeling. Zbl 1367.62221 Wu, Hulin; Lu, Tao; Xue, Hongqi; Liang, Hua 15 2014 Integrated conditional moment test for partially linear single index models incorporating dimension-reduction. Zbl 1348.62141 Ma, Shujie; Zhang, Jun; Sun, Zihua; Liang, Hua 15 2014 Partially linear single index models for repeated measurements. Zbl 1292.62060 Ma, Shujie; Liang, Hua; Tsai, Chih-Ling 15 2014 Linearly implicit conservative schemes for long-term numerical simulation of Klein-Gordon-Schrödinger equations. Zbl 1334.65170 Liang, Hua 10 2014 Nonlinear measurement error models subject to additive distortion. Zbl 1287.62012 Zhang, Jun; Yu, Yao; Zhou, Bu; Liang, Hua 8 2014 Partially linear structure identification in generalized additive models with NP-dimensionality. Zbl 1506.62107 Lian, Heng; Du, Pang; Li, YuanZhang; Liang, Hua 3 2014 Partial linear single index models with distortion measurement errors. Zbl 1440.62141 Zhang, Jun; Yu, Yao; Zhu, Li-Xing; Liang, Hua 26 2013 Partially linear structure selection in Cox models with varying coefficients. Zbl 1274.62819 Lian, Heng; Lai, Peng; Liang, Hua 8 2013 Generalized additive partial linear models with high-dimensional covariates. Zbl 1290.62054 Lian, Heng; Liang, Hua 6 2013 Choice of weights in FMA estimators under general parametric models. Zbl 1418.62071 Zhang, Xinyu; Zou, Guohua; Liang, Hua 2 2013 Parameter estimation for HIV ODE models incorporating longitudinal structure. Zbl 1327.62022 Liang, Hua; Yu, Yao 1 2013 Model averaging procedure for partially linear single-index models. Zbl 1278.62112 Yu, Yao; Thurston, Sally W.; Hauser, Russ; Liang, Hua 1 2013 Nonlinear models with measurement errors subject to single-indexed distortion. Zbl 1274.62304 Zhang, Jun; Zhu, Li-Xing; Liang, Hua 26 2012 Two-component mixture cure rate model with spline estimated nonparametric components. Zbl 1272.62097 Wang, Lu; Du, Pang; Liang, Hua 14 2012 Profiled forward regression for ultrahigh dimensional variable screening in semiparametric partially linear models. Zbl 1238.62045 Liang, Hua; Wang, Hansheng; Tsai, Chih-Ling 10 2012 A dimension reduction based approach for estimation and variable selection in partially linear single-index models with high-dimensional covariates. Zbl 1295.62046 Zhang, Jun; Wang, Tao; Zhu, Lixing; Liang, Hua 10 2012 Semiparametric regression models with additive nonparametric components and high dimensional parametric components. Zbl 1243.62053 Du, Pang; Cheng, Guang; Liang, Hua 9 2012 Maximum likelihood estimation in logistic regression models with a diverging number of covariates. Zbl 1295.62021 Liang, Hua; Du, Pang 8 2012 Profiled adaptive elastic-net procedure for partially linear models with high-dimensional covariates. Zbl 1239.62039 Chen, Baicheng; Yu, Yao; Zou, Hui; Liang, Hua 5 2012 Optimal weight choice for frequentist model average estimators. Zbl 1229.62090 Liang, Hua; Zou, Guohua; Wan, Alan T. K.; Zhang, Xinyu 87 2011 Estimation and variable selection for generalized additive partial linear models. Zbl 1227.62053 Wang, Li; Liu, Xiang; Liang, Hua; Carroll, Raymond J. 68 2011 Focused information criterion and model averaging for generalized additive partial linear models. Zbl 1209.62088 Zhang, Xinyu; Liang, Hua 68 2011 Estimation and variable selection for semiparametric additive partial linear models. Zbl 1223.62020 Liu, Xiang; Wang, Li; Liang, Hua 56 2011 High-dimensional ODEs coupled with mixed-effects modeling techniques for dynamic gene regulatory network identification. Zbl 1234.62146 Lu, Tao; Liang, Hua; Li, Hongzhe; Wu, Hulin 17 2011 Comparison of several means: a fiducial based approach. Zbl 1328.62098 Li, Xinmin; Wang, Juan; Liang, Hua 16 2011 Determination of linear components in additive models. Zbl 1317.62033 Chen, Rong; Liang, Hua; Wang, Jing 7 2011 Semiparametric marginal and association regression methods for clustered binary data. Zbl 1333.62107 Yi, Grace Y.; He, Wenqing; Liang, Hua 4 2011 Estimation and testing for partially linear single-index models. Zbl 1204.62068 Liang, Hua; Liu, Xiang; Li, Runze; Tsai, Chih-Ling 132 2010 Penalized variable selection procedure for Cox models with semiparametric relative risk. Zbl 1202.62132 Du, Pang; Ma, Shuangge; Liang, Hua 24 2010 Polynomial spline estimation for a generalized additive coefficient model. Zbl 1223.62134 Xue, Lan; Liang, Hua 21 2010 Estimation of constant and time-varying dynamic parameters of HIV infection in a nonlinear differential equation model. (srda.) Zbl 1189.62171 Liang, Hua; Miao, Hongyu; Wu, Hulin 19 2010 Model averaging for semiparametric additive partial linear models. Zbl 1203.62064 Deng, Guohua; Liang, Hua 8 2010 An empirical likelihood-based method for comparison of treatment effects-test of equality of coefficients in linear models. Zbl 1464.62167 Su, Haiyan; Liang, Hua 2 2010 Correction to “Parameter estimation for differential equation models using a framework of measurement error in regression models”. Zbl 1390.62065 Liang, Hua; Wu, Hulin 1 2010 Variable selection for partially linear models with measurement errors. Zbl 1388.62208 Liang, Hua; Li, Runze 87 2009 Statistical inference for semiparametric varying-coefficient partially linear models with error-prone linear covariates. Zbl 1156.62036 Zhou, Yong; Liang, Hua 83 2009 Empirical likelihood-based inferences for generalized partially linear models. Zbl 1197.62092 Liang, Hua; Qin, Yongsong; Zhang, Xinyu; Ruppert, David 31 2009 Generalized partially linear mixed-effects models incorporating mismeasured covariates. Zbl 1294.62147 Liang, Hua 24 2009 Empirical likelihood based inference for additive partial linear measurement error models. Zbl 1245.62024 Liang, Hua; Su, Haiyan; Thurston, Sally W.; Meeker, John D.; Hauser, Russ 13 2009 Analysis of correlated binary data under partially linear single-index logistic models. Zbl 1152.62022 Yi, Grace Y.; He, Wenqing; Liang, Hua 10 2009 Improved estimation in multiple linear regression models with measurement error and general constraint. Zbl 1169.62063 Liang, Hua; Song, Weixing 7 2009 Unbiased invariant least squares estimation in a generalized growth curve model. Zbl 1193.62100 Wu, Xiaoyong; Liang, Hua; Zou, Guohua 5 2009 Variable selection in semiparametric regression modeling. Zbl 1132.62027 Li, Runze; Liang, Hua 177 2008 Parameter estimation for differential equation models using a framework of measurement error in regression models. Zbl 1286.62039 Liang, Hua; Wu, Hulin 67 2008 Additive partial linear models with measurement errors. Zbl 1437.62526 Liang, Hua; Thurston, Sally W.; Ruppert, David; Apanasovich, Tatiyana; Hauser, Russ 56 2008 A note on conditional AIC for linear mixed-effects models. Zbl 1437.62527 Liang, Hua; Wu, Hulin; Zou, Guohua 37 2008 Generalized partially linear models with missing covariates. Zbl 1136.62338 Liang, Hua 28 2008 Empirical likelihood-based inferences for partially linear models with missing covariates. Zbl 1337.62181 Liang, Hua; Qin, Yongsong 9 2008 Semiparametric inference for ROC curves with censoring. Zbl 1164.62075 Liang, Hua; Zhou, Yong 7 2008 Improved AIC selection strategy for survival analysis. Zbl 1452.62087 Liang, Hua; Zou, Guohua 7 2008 Confidence intervals for a common mean with missing data with applications in an AIDS study. Zbl 1452.62167 Liang, Hua; Su, Haiyan; Zou, Guohua 2 2008 Evalution of change in CD4+ cell counts in AIDS clinical trials. Zbl 1157.62072 Liang, H. 1 2008 Partially linear models with missing response variables and error-prone covariates. Zbl 1223.62046 Liang, Hua; Wang, Suojin; Carroll, Raymond J. 79 2007 Axiomatic development of profile likelihoods as the strength of evidence for composite hypotheses. Zbl 1128.62002 He, Yanling; Huang, Wenzheng; Liang, Hua 3 2007 Estimation in partially linear models and numerical comparisons. Zbl 1431.62141 Liang, Hua 25 2006 Checking linearity of non-parametric component in partially linear models with an application in systemic inflammatory response syndrome study. Zbl 1143.62320 Liang, Hua 4 2006 Checking linearity of non-parametric component in partially linear models with an application in systemic inflammatory response syndrome study. Zbl 1122.62312 Liang, Hua 2 2006 Semi-parametric single-index two-part regression models. Zbl 1431.62177 Zhou, Xiao-Hua; Liang, Hua 2 2006 Partially linear single-index measurement error models. Zbl 1061.62098 Liang, Hua; Wang, Naisyin 41 2005 Empirical-likelihood-based semiparametric inference for the treatment effect in the two-sample problem with censoring. Zbl 1094.62128 Zhou, Yong; Liang, Hua 15 2005 Modeling antitumor activity in xenograft tumor treatment. Zbl 1442.62487 Liang, Hua 1 2005 Estimation in partially linear models with missing covariates. Zbl 1117.62385 Liang, Hua; Wang, Suojin; Robins, James M.; Carroll, Raymond J. 77 2004 Backfitting random varying-coefficient models with time-dependent smoothing covariates. Zbl 1053.62052 Wu, Hulin; Liang, Hua 24 2004 A flexible method for estimating the ROC curve. Zbl 1121.62474 Ren, Haobo; Zhou, Xiao-Hua; Liang, Hua 7 2004 Modeling antitumor activity by using a non-linear mixed-effects model. Zbl 1072.92024 Liang, Hua; Sha, Naijun 2 2004 Comparison of curves based on a Cramér-von Mises statistic. Zbl 1430.62090 Liang, Hua 1 2004 Comparison of linear, nonlinear and semiparametric mixed-effects models for estimating HIV dynamic parameters. Zbl 1442.62699 Wu, Hulin; Zhao, Caixia; Liang, Hua 1 2004 The relationship between virologic and immunologic responses in AIDS clinical research using mixed-effects varying-coefficient models with measurement error. Zbl 1141.62350 Liang, Hua; Wu, Hulin; Carroll, Raymond J. 40 2003 ...and 24 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 1,852 Authors 69 Liang, Hua 63 Lian, Heng 61 Zhang, Jun 46 Zhang, Xinyu 33 Huang, Zhensheng 33 You, Jinhong 31 Xue, Liugen 30 Li, Gaorong 28 Liang, Hanying 28 Zhang, Riquan 28 Zou, Guohua 26 Yang, Hu 25 Cui, Hengjian 23 Lin, Lu 22 Zhou, Yong 21 Zhao, Peixin 20 Gai, Yujie 20 Zhu, Lixing 19 Fan, Guoliang 17 Wan, Alan T. K. 17 Zhao, Weihua 15 Carroll, Raymond James 15 Chen, Gemai 15 Li, Runze 15 Lv, Jing 15 Wang, Kangning 15 Wang, Qihua 15 Yang, Yiping 14 Du, Jiang 13 Feng, Zhenghui 13 Guo, Chaohui 13 Jiang, Rong 13 Lai, Peng 13 Vieu, Philippe 13 Wei, Chuanhua 12 Feng, Sanying 12 Lu, Xuewen 12 Ma, Shujie 12 Ma, Yanyuan 12 Sun, Zhihua 12 Wu, Hulin 12 Zhu, Zhongyi 11 Cheng, Weihu 11 Hu, Tao 11 Hu, Xuemei 11 Lin, Bingqing 11 Tang, Niansheng 11 Wang, Suojin 11 Zhang, Zhongzhan 11 Zhao, Shangwei 10 Ahmed, Syed Ejaz 10 Gao, Jiti 10 Li, Rui 10 Liu, Xiaohui 10 Sun, Zhimeng 10 Wang, Li 10 Zhou, Zhangong 9 Aneiros-Pérez, Germán 9 Li, Degui 9 Liu, Feng 9 Qian, Weimin 9 Qin, Yongsong 9 Sun, Liuquan 9 Wang, Xiuli 9 Xie, Tianfa 9 Yang, Jing 8 Arashi, Mohammad 8 Boente, Graciela 8 Chen, Min 8 Lin, Jinguan 8 Lu, Tao 8 Peng, Heng 8 Shi, Jianhong 8 Song, Weixing 8 Tang, Manlai 8 Xu, Wangli 8 Zhou, Yan 7 Cao, Jiguo 7 Chen, Xia 7 Claeskens, Gerda 7 Cui, Xia 7 Fang, Fang 7 Ma, Shuangge 7 Qin, Guoyou 7 Tian, Maozai 7 Tong, Xingwei 7 Van Keilegom, Ingrid 7 Wang, Zhizhong 7 Wu, Jibo 7 Wu, Liucang 7 Xia, Xiaochao 7 Yang, Guangren 7 Yu, Yan 7 Zhang, Qingzhao 7 Zhang, Wenyang 7 Zhao, Yanyong 7 Zhou, Xian 6 Bianco, Ana M. 6 Du, Pang 6 Fan, Jianqing ...and 1,752 more Authors all top 5 Cited in 138 Serials 109 Communications in Statistics. 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Mathematica ...and 38 more Serials all top 5 Cited in 22 Fields 1,491 Statistics (62-XX) 234 Numerical analysis (65-XX) 45 Biology and other natural sciences (92-XX) 43 Probability theory and stochastic processes (60-XX) 32 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 25 Systems theory; control (93-XX) 18 Ordinary differential equations (34-XX) 13 Computer science (68-XX) 4 Dynamical systems and ergodic theory (37-XX) 4 Approximations and expansions (41-XX) 4 Operations research, mathematical programming (90-XX) 3 Partial differential equations (35-XX) 3 Harmonic analysis on Euclidean spaces (42-XX) 3 Functional analysis (46-XX) 3 Calculus of variations and optimal control; optimization (49-XX) 3 Geophysics (86-XX) 2 General and overarching topics; collections (00-XX) 2 Combinatorics (05-XX) 2 Mechanics of particles and systems (70-XX) 2 Mechanics of deformable solids (74-XX) 2 Information and communication theory, circuits (94-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) Citations by Year