Edit Profile (opens in new tab) Huang, Jian Co-Author Distance Author ID: huang.jian.1 Published as: Huang, Jian; Huang, J. Homepage: https://sites.google.com/view/prof-jian-huang External Links: MGP · ORCID · Wikidata · Google Scholar · ResearchGate · dblp · GND Documents Indexed: 101 Publications since 1995 2 Contributions as Editor · 1 Further Contribution Co-Authors: 105 Co-Authors with 96 Joint Publications 3,606 Co-Co-Authors all top 5 Co-Authors 6 single-authored 26 Ma, Shuangge 12 Jiao, Yuling 9 Zhang, Cun-Hui 8 Liu, Jin 8 Liu, Yanyan 5 Breheny, Patrick 5 Xie, Huiliang 5 Zhang, Qingzhao 5 Zhou, Yong 4 Lin, Huazhen 4 Lu, Xiliang 4 Wei, Fengrong 4 Wellner, Jon August 3 Horowitz, Joel Lawrence 3 Lin, Yuanyuan 3 Lv, Shaogao 3 Shen, Guohao 3 Sun, Liuquan 3 Wang, Kai 3 Zhang, Haixiang 3 Zhang, Ying 3 Zhao, Xingqiu 3 Zhong, Tingyan 2 Bai, Fangfang 2 Cao, Yongxiu 2 Cheng, Chao 2 Feng, Xingdong 2 Hu, Jianhua 2 Huang, Yuan 2 Kang, Lican 2 Li, Hongzhe 2 Lian, Heng 2 Liu, Li 2 Liu, Xu 2 Lu, Minggen 2 Song, Xiao 2 Yan, Jun 2 Yan, Xiaodong 2 Yang, Can 2 Yu, Yi 2 Zhang, Sanguo 2 Zhu, Liping 1 Abrevaya, Jason 1 Ahmad, Amir A. 1 Bai, Yang 1 Bailey, Natalia 1 Banerjee, Moulinath 1 Bouveyron, Charles 1 Bunea, Florentina 1 Chai, Hao 1 Chen, Kani 1 Chen, Xinkai 1 Coad, D. Stephen 1 Critchley, Frank 1 Dai, Ying 1 Dang, Wei 1 Fan, Jianqing 1 Fan, Yingying 1 Farné, Matteo 1 Ferreira, Marco A. R. 1 Fine, Jason Peter 1 Frommlet, Florian 1 Fryzlewicz, Piotr 1 Gao, Xiaoli 1 Gijbels, Irène 1 Gilks, Wally 1 Halawani, Sami M. 1 Hallin, Marc 1 Han, Dongxiao 1 Hashmi, Sarosh 1 He, Baihua 1 He, Ye 1 Herrmann, Klaus 1 Holzmann, Hajo 1 Hu, Charlie 1 Hua, Lei 1 Huang, Hanwen 1 Huang, Jiayu 1 Huang, Na 1 Jang, Woncheol 1 Jiang, Dingfeng 1 Jiang, Jiakun 1 Jin, Bangti 1 Jung, Sungkyu 1 Kang, Yicheng 1 Kent, John T. 1 Kolchinskiĭ, Vladimir I’ich 1 Kosorok, Michael R. 1 Lam, Clifford 1 Lan, Qing 1 Lee, Sangin 1 Leister, Anna 1 Li, Rui 1 Liao, Yuan 1 Lim, Johan 1 Linton, Oliver Bruce 1 Liu, Changyu 1 Liu, Han 1 Liu, Jian 1 Liu, Xiaoqian ...and 65 more Co-Authors all top 5 Serials 22 Statistica Sinica 12 The Annals of Statistics 9 Biometrics 5 Scandinavian Journal of Statistics 4 Biometrika 4 Journal of the American Statistical Association 4 Computational Statistics and Data Analysis 4 Statistics and Its Interface 3 Journal of Statistical Planning and Inference 3 Biostatistics 3 Science China. Mathematics 2 Journal of Multivariate Analysis 2 Statistical Science 2 Lifetime Data Analysis 2 Journal of Machine Learning Research (JMLR) 2 Statistics and Computing 1 The Canadian Journal of Statistics 1 Journal of the Franklin Institute 1 Econometrica 1 Journal of Econometrics 1 Statistica Neerlandica 1 Statistics & Probability Letters 1 Computational Statistics 1 Communications in Statistics. Simulation and Computation 1 SIAM Journal on Scientific Computing 1 Statistical Papers 1 Bernoulli 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Control and Decision 1 Series in Biostatistics 1 The Annals of Applied Statistics 1 Institute of Mathematical Statistics Collections all top 5 Fields 101 Statistics (62-XX) 19 Numerical analysis (65-XX) 5 Biology and other natural sciences (92-XX) 4 Probability theory and stochastic processes (60-XX) 2 General and overarching topics; collections (00-XX) 2 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Functional analysis (46-XX) 1 Calculus of variations and optimal control; optimization (49-XX) 1 Computer science (68-XX) 1 Operations research, mathematical programming (90-XX) 1 Systems theory; control (93-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 81 Publications have been cited 2,599 times in 1,728 Documents Cited by ▼ Year ▼ The sparsity and bias of the LASSO selection in high-dimensional linear regression. Zbl 1142.62044Zhang, Cun-Hui; Huang, Jian 256 2008 Variable selection in nonparametric additive models. Zbl 1202.62051Huang, Jian; Horowitz, Joel L.; Wei, Fengrong 180 2010 Asymptotic properties of bridge estimators in sparse high-dimensional regression models. Zbl 1133.62048Huang, Jian; Horowitz, Joel L.; Ma, Shuangge 177 2008 Large covariance estimation by thresholding principal orthogonal complements. With discussion and authors’ reply. Zbl 1411.62138Fan, Jianqing; Liao, Yuan; Mincheva, Martina 176 2013 Coordinate descent algorithms for nonconvex penalized regression, with applications to biological feature selection. Zbl 1220.62095Breheny, Patrick; Huang, Jian 167 2011 Efficient estimation for the proportional hazards model with interval censoring. Zbl 0859.62032Huang, Jian 165 1996 Adaptive Lasso for sparse high-dimensional regression models. Zbl 1255.62198Huang, Jian; Ma, Shuangge; Zhang, Cun-Hui 164 2008 A group bridge approach for variable selection. Zbl 1163.62050Huang, Jian; Ma, Shuangge; Xie, Huiliang; Zhang, Cun-Hui 101 2009 SCAD-penalized regression in high-dimensional partially linear models. Zbl 1162.62037Xie, Huiliang; Huang, Jian 93 2009 A selective review of group selection in high-dimensional models. Zbl 1331.62347Huang, Jian; Breheny, Patrick; Ma, Shuangge 84 2012 Efficient estimation of the partly linear additive Cox model. Zbl 0977.62035Huang, Jian 70 1999 Sieve estimation for the proportional-odds failure-time regression model with interval censoring. Zbl 0889.62082Huang, Jian; Rossini, A. J. 69 1997 Variable selection and estimation in high-dimensional varying-coefficient models. Zbl 1225.62056Wei, Fengrong; Huang, Jian; Li, Hongzhe 64 2011 Group descent algorithms for nonconvex penalized linear and logistic regression models with grouped predictors. Zbl 1331.62359Breheny, Patrick; Huang, Jian 62 2015 A spline-based semiparametric maximum likelihood estimation method for the Cox model with interval censored data. Zbl 1224.62108Zhang, Ying; Hua, Lei; Huang, Jian 57 2010 Penalized methods for bi-level variable selection. Zbl 1245.62034Breheny, Patrick; Huang, Jian 55 2009 Regularized estimation in the accelerated failure time model with high-dimensional covariates. Zbl 1111.62090Huang, Jian; Ma, Shuangge; Xie, Huiliang 53 2006 Estimation of the mean function with panel count data using monotone polynomial splines. Zbl 1135.62069Lu, Minggen; Zhang, Ying; Huang, Jian 52 2007 Oracle inequalities for the lasso in the Cox model. Zbl 1292.62135Huang, Jian; Sun, Tingni; Ying, Zhiliang; Yu, Yi; Zhang, Cun-Hui 48 2013 Consistent group selection in high-dimensional linear regression. Zbl 1207.62146Wei, Fengrong; Huang, Jian 48 2010 On the bootstrap of the maximum score estimator. Zbl 1152.62337Abrevaya, Jason; Huang, Jian 42 2005 Interval censored survival data: A review of recent progress. Zbl 0916.62077Huang, Jian; Wellner, Jon A. 39 1997 Semiparametric estimation methods for panel count data using monotone \(B\)-splines. Zbl 1388.62084Lu, Minggen; Zhang, Ying; Huang, Jian 38 2009 A note on estimating a partly linear model under monotonicity constraints. Zbl 1095.62505Huang, Jian 28 2002 Estimation of a monotone density or monotone hazard under random censoring. Zbl 0827.62032Huang, Jian; Wellner, Jon A. 28 1995 Asymptotic normality of the NPMLE of linear functionals for interval censored data, case 1. Zbl 0832.62029Huang, J.; Wellner, J. A. 27 1995 Variable selection in the accelerated failure time model via the bridge method. Zbl 1322.62189Huang, Jian; Ma, Shuangge 27 2010 Semiparametric regression pursuit. Zbl 1253.62024Huang, Jian; Wei, Fengrong; Ma, Shuangge 24 2012 Asymptotic properties of nonparametric estimation based on partly interval-censored data. Zbl 0933.62038Huang, Jian 23 1999 The sparse Laplacian shrinkage estimator for high-dimensional regression. Zbl 1227.62049Huang, Jian; Ma, Shuangge; Li, Hongzhe; Zhang, Cun-Hui 22 2011 Combining multiple markers for classification using ROC. Zbl 1128.62117Ma, Shuangge; Huang, Jian 20 2007 Asymptotic analysis of high-dimensional LAD regression with Lasso smoother. Zbl 1200.62073Gao, Xiaoli; Huang, Jian 20 2010 Oracle inequalities for sparse additive quantile regression in reproducing kernel Hilbert space. Zbl 1459.62053Lv, Shaogao; Lin, Huazhen; Lian, Heng; Huang, Jian 19 2018 Asymptotic oracle properties of SCAD-penalized least squares estimators. Zbl 1176.62066Huang, Jian; Xie, Huiliang 18 2007 A semiparametric approach for the nonparametric transformation survival model with multiple covariates. Zbl 1144.62029Song, Xiao; Ma, Shuangge; Huang, Jian; Zhou, Xiao-Hua 18 2007 Model selection for Cox models with time-varying coefficients. Zbl 1251.62052Yan, Jun; Huang, Jian 17 2012 The Mnet method for variable selection. Zbl 1356.62091Huang, Jian; Breheny, Patrick; Lee, Sangin; Ma, Shuangge; Zhang, Cun-Hui 15 2016 Estimation and selection via absolute penalized convex minimization and its multistage adaptive applications. Zbl 1435.62091Huang, Jian; Zhang, Cun-Hui 15 2012 A constructive approach to \(L_0\) penalized regression. Zbl 1444.62091Huang, Jian; Jiao, Yuling; Liu, Yanyan; Lu, Xiliang 14 2018 A two-way semilinear model for normalization and analysis of cdna microarray data. Zbl 1117.62358Huang, Jian; Wang, Deli; Zhang, Cun-Hui 14 2005 Least absolute deviations estimation for the accelerated failure time model. Zbl 1133.62083Huang, Jian; Ma, Shuangge; Xie, Huiliang 14 2007 Asymptotic properties of the NPMLE of a distribution function based on ranked set samples. Zbl 0879.60037Huang, Jian 13 1997 A unified primal dual active set algorithm for nonconvex sparse recovery. Zbl 07368234Huang, Jian; Jiao, Yuling; Jin, Bangti; Liu, Jin; Lu, Xiliang; Yang, Can 11 2021 Asymptotic theory for nonparametric estimation of survival curves under order restrictions. Zbl 0896.62044Præstgaard, Jens Thomas; Huang, Jian 11 1996 Group selection in the Cox model with a diverging number of covariates. Zbl 1480.62047Huang, Jian; Liu, Li; Liu, Yanyan; Zhao, Xingqiu 11 2014 Integrative analysis and variable selection with multiple high-dimensional data sets. Zbl 1314.62243Ma, Shuangge; Huang, Jian; Song, Xiao 9 2011 Robust decoding from 1-bit compressive sampling with ordinary and regularized least squares. Zbl 1395.49033Huang, Jian; Jiao, Yuling; Lu, Xiliang; Zhu, Liping 6 2018 Nonparametric estimation of marginal distributions under bivariate truncation with application to testing for age-of-onset anticipation. Zbl 0984.62088Huang, Jian; Vieland, Veronica J.; Wang, Kai 6 2001 Limiting distribution for monotone median regression. Zbl 1016.62009Wang, Yazhen; Huang, Jian 6 2002 Integrative analysis of cancer diagnosis studies with composite penalization. Zbl 1349.62552Liu, Jin; Ma, Shuangge; Huang, Jian 6 2014 Penalized integrative analysis under the accelerated failure time model. Zbl 1356.62176Zhang, Qingzhao; Zhang, Sanguo; Liu, Jin; Huang, Jian; Ma, Shuangge 5 2016 Maximum likelihood estimation for proportional odds regression model with current status data. Zbl 0876.62027Huang, Jian 5 1995 High-dimensional integrative analysis with homogeneity and sparsity recovery. Zbl 1428.62243Yang, Xinfeng; Yan, Xiaodong; Huang, Jian 4 2019 Sieve estimation of Cox models with latent structures. Zbl 1390.62238Cao, Yongxiu; Huang, Jian; Liu, Yanyan; Zhao, Xingqiu 4 2016 Semiparametric longitudinal model with irregular time autoregressive error process. Zbl 06503807Bai, Yang; Huang, Jian; Li, Rui; You, Jinhong 4 2015 Semiparametric estimation of treatment effects in two sample problems with censored data. Zbl 06290089Bai, Fangfang; Huang, Jian; Zhou, Yong 4 2014 Integrative analysis of prognosis data on multiple cancer subtypes. Zbl 1299.62128Liu, Jin; Huang, Jian; Zhang, Yawei; Lan, Qing; Rothman, Nathaniel; Zheng, Tongzhang; Ma, Shuangge 4 2014 Penalized estimation of high-dimensional models under a generalized sparsity condition. Zbl 1433.62194Horowitz, Joel L.; Huang, Jian 3 2013 A forward and backward stagewise algorithm for nonconvex loss functions with adaptive Lasso. Zbl 1469.62142Shi, Xingjie; Huang, Yuan; Huang, Jian; Ma, Shuangge 3 2018 Asymptotic analysis of a two-way semilinear model for microarray data. Zbl 1086.62122Huang, Jian; Zhang, Cun-Hui 3 2005 Bayesian inference for high-dimensional linear regression under mnet priors. Zbl 1357.62133Tan, Aixin; Huang, Jian 3 2016 Asymptotic properties of lasso in high-dimensional partially linear models. Zbl 1338.62154Ma, Chi; Huang, Jian 3 2016 Majorization minimization by coordinate descent for concave penalized generalized linear models. Zbl 1322.62190Jiang, Dingfeng; Huang, Jian 3 2014 A global partial likelihood estimation in the additive Cox proportional hazards model. Zbl 1333.62102Lin, Huazhen; He, Ye; Huang, Jian 3 2016 Inference for low-dimensional covariates in a high-dimensional accelerated failure time model. Zbl 1421.62148Chai, Hao; Zhang, Qingzhao; Huang, Jian; Ma, Shuangge 2 2019 On the sign consistency of the Lasso for the high-dimensional Cox model. Zbl 1395.62309Lv, Shaogao; You, Mengying; Lin, Huazhen; Lian, Heng; Huang, Jian 2 2018 Regression models with interval censoring. Zbl 0865.62043Huang, Jian; Wellner, Jon A. 2 1996 Semiparametric inference for the proportional mean residual life model with right-censored length-biased data. Zbl 1356.62178Bai, Fangfang; Huang, Jian; Zhou, Yong 2 2016 Oracle inequalities and selection consistency for weighted Lasso in high-dimensional additive hazards model. Zbl 1392.62221Zhang, Haixiang; Sun, Liuquan; Zhou, Yong; Huang, Jian 2 2017 A group adaptive elastic-net approach for variable selection in high-dimensional linear regression. Zbl 1384.62229Hu, Jianhua; Huang, Jian; Qiu, Feng 1 2018 Identification of breast cancer prognosis markers via integrative analysis. Zbl 1255.62327Ma, Shuangge; Dai, Ying; Huang, Jian; Xie, Yang 1 2012 Partly functional temporal process regression with semiparametric profile estimating functions. Zbl 1165.62087Yan, Jun; Huang, Jian 1 2009 Identification of cancer genomic markers via integrative sparse boosting. Zbl 1244.62157Huang, Yuan; Huang, Jian; Shia, Ben-Chang; Ma, Shuangge 1 2012 Identification of cancer-associated gene clusters and genes via clustering penalization. Zbl 1245.62151Ma, Shuangge; Huang, Jian; Shen, Shihao 1 2009 \(\ell_0\)-regularized high-dimensional accelerated failure time model. Zbl 07512626Cheng, Chao; Feng, Xingdong; Huang, Jian; Jiao, Yuling; Zhang, Shuang 1 2022 Projection-based and cross-validated estimation in high-dimensional Cox model. Zbl 07638432Zhang, Haixiang; Huang, Jian; Sun, Liuquan 1 2022 Robust semiparametric microarray normalization and significance analysis. Zbl 1097.62131Ma, Shuangge; Kosorok, Michael R.; Huang, Jian; Xie, Hehuang; Manzella, Liliana; Soares, Marcelo Bento 1 2006 Accounting for linkage disequilibrium in genome-wide association studies: a penalized regression method. Zbl 1327.62505Huang, Jian; Liu, Jin; Ma, Shuangge; Wang, Kai 1 2013 Concave group methods for variable selection and estimation in high-dimensional varying coefficient models. Zbl 1418.62177Yang, Guangren; Huang, Jian; Zhou, Yong 1 2014 Linearized maximum rank correlation estimation. Zbl 07658481Shen, Guohao; Chen, Kani; Huang, Jian; Lin, Yuanyuan 1 2023 Fitting sparse linear models under the sufficient and necessary condition for model identification. Zbl 1456.62143Huang, Jian; Jiao, Yuling; Kang, Lican; Liu, Yanyan 1 2021 Linearized maximum rank correlation estimation. Zbl 07658481Shen, Guohao; Chen, Kani; Huang, Jian; Lin, Yuanyuan 1 2023 \(\ell_0\)-regularized high-dimensional accelerated failure time model. Zbl 07512626Cheng, Chao; Feng, Xingdong; Huang, Jian; Jiao, Yuling; Zhang, Shuang 1 2022 Projection-based and cross-validated estimation in high-dimensional Cox model. Zbl 07638432Zhang, Haixiang; Huang, Jian; Sun, Liuquan 1 2022 A unified primal dual active set algorithm for nonconvex sparse recovery. Zbl 07368234Huang, Jian; Jiao, Yuling; Jin, Bangti; Liu, Jin; Lu, Xiliang; Yang, Can 11 2021 Fitting sparse linear models under the sufficient and necessary condition for model identification. Zbl 1456.62143Huang, Jian; Jiao, Yuling; Kang, Lican; Liu, Yanyan 1 2021 High-dimensional integrative analysis with homogeneity and sparsity recovery. Zbl 1428.62243Yang, Xinfeng; Yan, Xiaodong; Huang, Jian 4 2019 Inference for low-dimensional covariates in a high-dimensional accelerated failure time model. Zbl 1421.62148Chai, Hao; Zhang, Qingzhao; Huang, Jian; Ma, Shuangge 2 2019 Oracle inequalities for sparse additive quantile regression in reproducing kernel Hilbert space. Zbl 1459.62053Lv, Shaogao; Lin, Huazhen; Lian, Heng; Huang, Jian 19 2018 A constructive approach to \(L_0\) penalized regression. Zbl 1444.62091Huang, Jian; Jiao, Yuling; Liu, Yanyan; Lu, Xiliang 14 2018 Robust decoding from 1-bit compressive sampling with ordinary and regularized least squares. Zbl 1395.49033Huang, Jian; Jiao, Yuling; Lu, Xiliang; Zhu, Liping 6 2018 A forward and backward stagewise algorithm for nonconvex loss functions with adaptive Lasso. Zbl 1469.62142Shi, Xingjie; Huang, Yuan; Huang, Jian; Ma, Shuangge 3 2018 On the sign consistency of the Lasso for the high-dimensional Cox model. Zbl 1395.62309Lv, Shaogao; You, Mengying; Lin, Huazhen; Lian, Heng; Huang, Jian 2 2018 A group adaptive elastic-net approach for variable selection in high-dimensional linear regression. Zbl 1384.62229Hu, Jianhua; Huang, Jian; Qiu, Feng 1 2018 Oracle inequalities and selection consistency for weighted Lasso in high-dimensional additive hazards model. Zbl 1392.62221Zhang, Haixiang; Sun, Liuquan; Zhou, Yong; Huang, Jian 2 2017 The Mnet method for variable selection. Zbl 1356.62091Huang, Jian; Breheny, Patrick; Lee, Sangin; Ma, Shuangge; Zhang, Cun-Hui 15 2016 Penalized integrative analysis under the accelerated failure time model. Zbl 1356.62176Zhang, Qingzhao; Zhang, Sanguo; Liu, Jin; Huang, Jian; Ma, Shuangge 5 2016 Sieve estimation of Cox models with latent structures. Zbl 1390.62238Cao, Yongxiu; Huang, Jian; Liu, Yanyan; Zhao, Xingqiu 4 2016 Bayesian inference for high-dimensional linear regression under mnet priors. Zbl 1357.62133Tan, Aixin; Huang, Jian 3 2016 Asymptotic properties of lasso in high-dimensional partially linear models. Zbl 1338.62154Ma, Chi; Huang, Jian 3 2016 A global partial likelihood estimation in the additive Cox proportional hazards model. Zbl 1333.62102Lin, Huazhen; He, Ye; Huang, Jian 3 2016 Semiparametric inference for the proportional mean residual life model with right-censored length-biased data. Zbl 1356.62178Bai, Fangfang; Huang, Jian; Zhou, Yong 2 2016 Group descent algorithms for nonconvex penalized linear and logistic regression models with grouped predictors. Zbl 1331.62359Breheny, Patrick; Huang, Jian 62 2015 Semiparametric longitudinal model with irregular time autoregressive error process. Zbl 06503807Bai, Yang; Huang, Jian; Li, Rui; You, Jinhong 4 2015 Group selection in the Cox model with a diverging number of covariates. Zbl 1480.62047Huang, Jian; Liu, Li; Liu, Yanyan; Zhao, Xingqiu 11 2014 Integrative analysis of cancer diagnosis studies with composite penalization. Zbl 1349.62552Liu, Jin; Ma, Shuangge; Huang, Jian 6 2014 Semiparametric estimation of treatment effects in two sample problems with censored data. Zbl 06290089Bai, Fangfang; Huang, Jian; Zhou, Yong 4 2014 Integrative analysis of prognosis data on multiple cancer subtypes. Zbl 1299.62128Liu, Jin; Huang, Jian; Zhang, Yawei; Lan, Qing; Rothman, Nathaniel; Zheng, Tongzhang; Ma, Shuangge 4 2014 Majorization minimization by coordinate descent for concave penalized generalized linear models. Zbl 1322.62190Jiang, Dingfeng; Huang, Jian 3 2014 Concave group methods for variable selection and estimation in high-dimensional varying coefficient models. Zbl 1418.62177Yang, Guangren; Huang, Jian; Zhou, Yong 1 2014 Large covariance estimation by thresholding principal orthogonal complements. With discussion and authors’ reply. Zbl 1411.62138Fan, Jianqing; Liao, Yuan; Mincheva, Martina 176 2013 Oracle inequalities for the lasso in the Cox model. Zbl 1292.62135Huang, Jian; Sun, Tingni; Ying, Zhiliang; Yu, Yi; Zhang, Cun-Hui 48 2013 Penalized estimation of high-dimensional models under a generalized sparsity condition. Zbl 1433.62194Horowitz, Joel L.; Huang, Jian 3 2013 Accounting for linkage disequilibrium in genome-wide association studies: a penalized regression method. Zbl 1327.62505Huang, Jian; Liu, Jin; Ma, Shuangge; Wang, Kai 1 2013 A selective review of group selection in high-dimensional models. Zbl 1331.62347Huang, Jian; Breheny, Patrick; Ma, Shuangge 84 2012 Semiparametric regression pursuit. Zbl 1253.62024Huang, Jian; Wei, Fengrong; Ma, Shuangge 24 2012 Model selection for Cox models with time-varying coefficients. Zbl 1251.62052Yan, Jun; Huang, Jian 17 2012 Estimation and selection via absolute penalized convex minimization and its multistage adaptive applications. Zbl 1435.62091Huang, Jian; Zhang, Cun-Hui 15 2012 Identification of breast cancer prognosis markers via integrative analysis. Zbl 1255.62327Ma, Shuangge; Dai, Ying; Huang, Jian; Xie, Yang 1 2012 Identification of cancer genomic markers via integrative sparse boosting. Zbl 1244.62157Huang, Yuan; Huang, Jian; Shia, Ben-Chang; Ma, Shuangge 1 2012 Coordinate descent algorithms for nonconvex penalized regression, with applications to biological feature selection. Zbl 1220.62095Breheny, Patrick; Huang, Jian 167 2011 Variable selection and estimation in high-dimensional varying-coefficient models. Zbl 1225.62056Wei, Fengrong; Huang, Jian; Li, Hongzhe 64 2011 The sparse Laplacian shrinkage estimator for high-dimensional regression. Zbl 1227.62049Huang, Jian; Ma, Shuangge; Li, Hongzhe; Zhang, Cun-Hui 22 2011 Integrative analysis and variable selection with multiple high-dimensional data sets. Zbl 1314.62243Ma, Shuangge; Huang, Jian; Song, Xiao 9 2011 Variable selection in nonparametric additive models. Zbl 1202.62051Huang, Jian; Horowitz, Joel L.; Wei, Fengrong 180 2010 A spline-based semiparametric maximum likelihood estimation method for the Cox model with interval censored data. Zbl 1224.62108Zhang, Ying; Hua, Lei; Huang, Jian 57 2010 Consistent group selection in high-dimensional linear regression. Zbl 1207.62146Wei, Fengrong; Huang, Jian 48 2010 Variable selection in the accelerated failure time model via the bridge method. Zbl 1322.62189Huang, Jian; Ma, Shuangge 27 2010 Asymptotic analysis of high-dimensional LAD regression with Lasso smoother. Zbl 1200.62073Gao, Xiaoli; Huang, Jian 20 2010 A group bridge approach for variable selection. Zbl 1163.62050Huang, Jian; Ma, Shuangge; Xie, Huiliang; Zhang, Cun-Hui 101 2009 SCAD-penalized regression in high-dimensional partially linear models. Zbl 1162.62037Xie, Huiliang; Huang, Jian 93 2009 Penalized methods for bi-level variable selection. Zbl 1245.62034Breheny, Patrick; Huang, Jian 55 2009 Semiparametric estimation methods for panel count data using monotone \(B\)-splines. Zbl 1388.62084Lu, Minggen; Zhang, Ying; Huang, Jian 38 2009 Partly functional temporal process regression with semiparametric profile estimating functions. Zbl 1165.62087Yan, Jun; Huang, Jian 1 2009 Identification of cancer-associated gene clusters and genes via clustering penalization. Zbl 1245.62151Ma, Shuangge; Huang, Jian; Shen, Shihao 1 2009 The sparsity and bias of the LASSO selection in high-dimensional linear regression. Zbl 1142.62044Zhang, Cun-Hui; Huang, Jian 256 2008 Asymptotic properties of bridge estimators in sparse high-dimensional regression models. Zbl 1133.62048Huang, Jian; Horowitz, Joel L.; Ma, Shuangge 177 2008 Adaptive Lasso for sparse high-dimensional regression models. Zbl 1255.62198Huang, Jian; Ma, Shuangge; Zhang, Cun-Hui 164 2008 Estimation of the mean function with panel count data using monotone polynomial splines. Zbl 1135.62069Lu, Minggen; Zhang, Ying; Huang, Jian 52 2007 Combining multiple markers for classification using ROC. Zbl 1128.62117Ma, Shuangge; Huang, Jian 20 2007 Asymptotic oracle properties of SCAD-penalized least squares estimators. Zbl 1176.62066Huang, Jian; Xie, Huiliang 18 2007 A semiparametric approach for the nonparametric transformation survival model with multiple covariates. Zbl 1144.62029Song, Xiao; Ma, Shuangge; Huang, Jian; Zhou, Xiao-Hua 18 2007 Least absolute deviations estimation for the accelerated failure time model. Zbl 1133.62083Huang, Jian; Ma, Shuangge; Xie, Huiliang 14 2007 Regularized estimation in the accelerated failure time model with high-dimensional covariates. Zbl 1111.62090Huang, Jian; Ma, Shuangge; Xie, Huiliang 53 2006 Robust semiparametric microarray normalization and significance analysis. Zbl 1097.62131Ma, Shuangge; Kosorok, Michael R.; Huang, Jian; Xie, Hehuang; Manzella, Liliana; Soares, Marcelo Bento 1 2006 On the bootstrap of the maximum score estimator. Zbl 1152.62337Abrevaya, Jason; Huang, Jian 42 2005 A two-way semilinear model for normalization and analysis of cdna microarray data. Zbl 1117.62358Huang, Jian; Wang, Deli; Zhang, Cun-Hui 14 2005 Asymptotic analysis of a two-way semilinear model for microarray data. Zbl 1086.62122Huang, Jian; Zhang, Cun-Hui 3 2005 A note on estimating a partly linear model under monotonicity constraints. Zbl 1095.62505Huang, Jian 28 2002 Limiting distribution for monotone median regression. Zbl 1016.62009Wang, Yazhen; Huang, Jian 6 2002 Nonparametric estimation of marginal distributions under bivariate truncation with application to testing for age-of-onset anticipation. Zbl 0984.62088Huang, Jian; Vieland, Veronica J.; Wang, Kai 6 2001 Efficient estimation of the partly linear additive Cox model. Zbl 0977.62035Huang, Jian 70 1999 Asymptotic properties of nonparametric estimation based on partly interval-censored data. Zbl 0933.62038Huang, Jian 23 1999 Sieve estimation for the proportional-odds failure-time regression model with interval censoring. Zbl 0889.62082Huang, Jian; Rossini, A. J. 69 1997 Interval censored survival data: A review of recent progress. Zbl 0916.62077Huang, Jian; Wellner, Jon A. 39 1997 Asymptotic properties of the NPMLE of a distribution function based on ranked set samples. Zbl 0879.60037Huang, Jian 13 1997 Efficient estimation for the proportional hazards model with interval censoring. Zbl 0859.62032Huang, Jian 165 1996 Asymptotic theory for nonparametric estimation of survival curves under order restrictions. Zbl 0896.62044Præstgaard, Jens Thomas; Huang, Jian 11 1996 Regression models with interval censoring. Zbl 0865.62043Huang, Jian; Wellner, Jon A. 2 1996 Estimation of a monotone density or monotone hazard under random censoring. Zbl 0827.62032Huang, Jian; Wellner, Jon A. 28 1995 Asymptotic normality of the NPMLE of linear functionals for interval censored data, case 1. Zbl 0832.62029Huang, J.; Wellner, J. A. 27 1995 Maximum likelihood estimation for proportional odds regression model with current status data. Zbl 0876.62027Huang, Jian 5 1995 all cited Publications top 5 cited Publications all top 5 Cited by 2,563 Authors 62 Sun, Jianguo 54 Lian, Heng 43 Ma, Shuangge 39 Huang, Jian 26 Zhao, Xingqiu 24 Lu, Xuewen 20 Liang, Hua 19 Hu, Tao 19 Li, Runze 18 Wang, Mingqiu 17 Zhang, Riquan 16 Jiao, Yuling 16 Yang, Hu 15 Bühlmann, Peter 15 Tong, Xingwei 15 Zhao, Weihua 14 Cheng, Guang 14 Cui, Hengjian 14 Liu, Yanyan 14 Xue, Liugen 14 Zhang, Cun-Hui 14 Zhu, Lixing 13 Sun, Liuquan 13 Wang, Lianming 13 Zhang, Qingzhao 13 Zhou, Yong 12 Fan, Jianqing 12 Fang, Kuangnan 12 Kim, Yongdai 12 Kosorok, Michael R. 12 Lin, Lu 12 Zhang, Jun 11 Shen, Pao-Sheng 11 Vieu, Philippe 11 Wellner, Jon August 11 Zhu, Zhongyi 10 Li, Gaorong 10 Li, Rui 10 Liu, Jicai 10 Song, Lixin 10 Van de Geer, Sara Anna 10 Wang, Peijie 10 Wang, Xiaoguang 10 Zhao, Shishun 9 Chen, Xiaojun 9 Lee, Sangin 9 Leng, Chenlei 9 Lu, Xiliang 9 Sen, Bodhisattva 9 Tsybakov, Alexandre B. 9 Wang, Chunjie 9 Wang, Hansheng 9 Wang, Kangning 9 Wang, Tao 9 Yuan, Ao 9 Zeng, Donglin 9 Zhang, Ying 9 Zhao, Xiaobing 9 Zhou, Xian 8 Ahmed, Syed Ejaz 8 Aneiros-Pérez, Germán 8 Banerjee, Moulinath 8 Ciuperca, Gabriela 8 He, Xin 8 Lin, Huazhen 8 Lu, Minggen 8 Lv, Shaogao 8 She, Yiyuan 8 Song, Xinyuan 8 Wen, Chi-Chung 8 Yang, Yuehan 8 Zhang, Tong 7 Antoniadis, Anestis 7 He, Xuming 7 Kang, Lican 7 Li, Jianbo 7 Lin, Xiaoyan 7 Liu, Jin 7 Nan, Bin 7 Seo, Myunghwan 7 Tian, Guoliang 7 Wang, Xiuli 7 Xu, Da 7 You, Jinhong 6 Balakrishnan, Narayanaswamy 6 Bradic, Jelena 6 Breheny, Patrick 6 Cai, Tianxi 6 Chen, Chyong-Mei 6 Chen, Kun 6 De Feis, Italia 6 Du, Jiang 6 Fadili, Jalal M. 6 Gijbels, Irène 6 Honda, Toshio 6 Kock, Anders Bredahl 6 Kwon, Sunghoon 6 Lee, Sokbae 6 Li, Jialiang 6 Li, Shuwei ...and 2,463 more Authors all top 5 Cited in 160 Serials 156 The Annals of Statistics 134 Computational Statistics and Data Analysis 93 Journal of Multivariate Analysis 69 Journal of the American Statistical Association 66 Biometrics 62 Journal of Statistical Planning and Inference 60 Journal of Statistical Computation and Simulation 55 Communications in Statistics. Theory and Methods 54 Electronic Journal of Statistics 50 Lifetime Data Analysis 45 Journal of Nonparametric Statistics 41 Journal of Econometrics 40 Annals of the Institute of Statistical Mathematics 40 Journal of Applied Statistics 36 Communications in Statistics. Simulation and Computation 33 Statistics and Computing 32 Statistical Papers 32 Statistica Sinica 31 Statistics & Probability Letters 29 Computational Statistics 28 Scandinavian Journal of Statistics 24 Journal of the Korean Statistical Society 23 The Canadian Journal of Statistics 22 Bernoulli 19 Science China. Mathematics 18 Journal of Machine Learning Research (JMLR) 17 Statistics 17 Test 17 Journal of Computational and Graphical Statistics 16 Biometrical Journal 16 Statistical Science 14 Metrika 13 The Annals of Applied Statistics 12 Acta Mathematicae Applicatae Sinica. English Series 12 Mathematical Programming. Series A. Series B 11 Acta Mathematica Sinica. English Series 10 Journal of Systems Science and Complexity 8 Journal of Computational and Applied Mathematics 8 Journal of the Royal Statistical Society. Series B. Statistical Methodology 8 AStA. Advances in Statistical Analysis 7 Australian & New Zealand Journal of Statistics 7 Econometric Theory 6 SIAM Journal on Optimization 6 Computational Optimization and Applications 6 Statistical Applications in Genetics and Molecular Biology 5 Econometric Reviews 5 Machine Learning 5 Journal of Global Optimization 5 Mathematical Problems in Engineering 5 Brazilian Journal of Probability and Statistics 5 Statistical Methods and Applications 5 Statistical Methodology 4 Journal of Scientific Computing 4 Neural Computation 4 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques 4 Applied Mathematics. Series B (English Edition) 4 Journal of Inequalities and Applications 4 Statistical Modelling 4 Advances in Data Analysis and Classification. ADAC 4 Statistical Analysis and Data Mining 4 Journal of Statistical Theory and Practice 4 Japanese Journal of Statistics and Data Science 3 Psychometrika 3 Information Sciences 3 Annals of Operations Research 3 Pattern Recognition 3 Applied and Computational Harmonic Analysis 3 Mathematical Methods of Statistics 3 INFORMS Journal on Computing 3 Analysis and Applications (Singapore) 3 SIAM Journal on Imaging Sciences 3 Sankhyā. Series A 2 Applied Mathematics and Computation 2 International Statistical Review 2 Science in China. Series A 2 Numerical Algorithms 2 Applied Mathematical Modelling 2 Stochastic Processes and their Applications 2 SIAM Journal on Scientific Computing 2 Optimization Methods & Software 2 Journal of the Royal Statistical Society. Series C. Applied Statistics 2 Applied Stochastic Models in Business and Industry 2 Mathematical Biosciences and Engineering 2 Journal of Industrial and Management Optimization 2 Computational & Mathematical Methods in Medicine 2 Statistics Surveys 2 Journal of Probability and Statistics 2 Sankhyā. Series B 2 Bayesian Analysis 2 Journal of the Japan Statistical Society. Japanese Issue 2 Statistical Theory and Related Fields 1 The American Statistician 1 Applicable Analysis 1 Artificial Intelligence 1 Inverse Problems 1 Journal of Mathematical Analysis and Applications 1 Physica A 1 Applied Mathematics and Optimization 1 Automatica 1 Journal of Computer and System Sciences ...and 60 more Serials all top 5 Cited in 29 Fields 1,628 Statistics (62-XX) 218 Numerical analysis (65-XX) 92 Operations research, mathematical programming (90-XX) 72 Computer science (68-XX) 63 Probability theory and stochastic processes (60-XX) 52 Biology and other natural sciences (92-XX) 33 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 19 Information and communication theory, circuits (94-XX) 16 Calculus of variations and optimal control; optimization (49-XX) 12 Functional analysis (46-XX) 5 Systems theory; control (93-XX) 3 Linear and multilinear algebra; matrix theory (15-XX) 3 Approximations and expansions (41-XX) 3 Operator theory (47-XX) 2 General and overarching topics; collections (00-XX) 2 Combinatorics (05-XX) 2 Ordinary differential equations (34-XX) 2 Harmonic analysis on Euclidean spaces (42-XX) 2 Integral equations (45-XX) 1 Number theory (11-XX) 1 Algebraic geometry (14-XX) 1 Topological groups, Lie groups (22-XX) 1 Real functions (26-XX) 1 Potential theory (31-XX) 1 Special functions (33-XX) 1 Partial differential equations (35-XX) 1 Difference and functional equations (39-XX) 1 Global analysis, analysis on manifolds (58-XX) 1 Mechanics of deformable solids (74-XX) Citations by Year Wikidata Timeline The data are displayed as stored in Wikidata under a Creative Commons CC0 License. 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