The sparsity and bias of the LASSO selection in high-dimensional linear regression. Zbl 1142.62044
Zhang, Cun-Hui; Huang, Jian |
|
2008
|
Large covariance estimation by thresholding principal orthogonal complements. With discussion and authors’ reply. Zbl 1411.62138
Fan, Jianqing; Liao, Yuan; Mincheva, Martina |
|
2013
|
Variable selection in nonparametric additive models. Zbl 1202.62051
Huang, Jian; Horowitz, Joel L.; Wei, Fengrong |
|
2010
|
Coordinate descent algorithms for nonconvex penalized regression, with applications to biological feature selection. Zbl 1220.62095
Breheny, Patrick; Huang, Jian |
|
2011
|
Asymptotic properties of bridge estimators in sparse high-dimensional regression models. Zbl 1133.62048
Huang, Jian; Horowitz, Joel L.; Ma, Shuangge |
|
2008
|
Adaptive Lasso for sparse high-dimensional regression models. Zbl 1255.62198
Huang, Jian; Ma, Shuangge; Zhang, Cun-Hui |
|
2008
|
Efficient estimation for the proportional hazards model with interval censoring. Zbl 0859.62032
Huang, Jian |
|
1996
|
A group bridge approach for variable selection. Zbl 1163.62050
Huang, Jian; Ma, Shuangge; Xie, Huiliang; Zhang, Cun-Hui |
|
2009
|
A selective review of group selection in high-dimensional models. Zbl 1331.62347
Huang, Jian; Breheny, Patrick; Ma, Shuangge |
|
2012
|
SCAD-penalized regression in high-dimensional partially linear models. Zbl 1162.62037
Xie, Huiliang; Huang, Jian |
|
2009
|
Efficient estimation of the partly linear additive Cox model. Zbl 0977.62035
Huang, Jian |
|
1999
|
Sieve estimation for the proportional-odds failure-time regression model with interval censoring. Zbl 0889.62082
Huang, Jian; Rossini, A. J. |
|
1997
|
Group descent algorithms for nonconvex penalized linear and logistic regression models with grouped predictors. Zbl 1331.62359
Breheny, Patrick; Huang, Jian |
|
2015
|
Variable selection and estimation in high-dimensional varying-coefficient models. Zbl 1225.62056
Wei, Fengrong; Huang, Jian; Li, Hongzhe |
|
2011
|
A spline-based semiparametric maximum likelihood estimation method for the Cox model with interval censored data. Zbl 1224.62108
Zhang, Ying; Hua, Lei; Huang, Jian |
|
2010
|
Penalized methods for bi-level variable selection. Zbl 1245.62034
Breheny, Patrick; Huang, Jian |
|
2009
|
Regularized estimation in the accelerated failure time model with high-dimensional covariates. Zbl 1111.62090
Huang, Jian; Ma, Shuangge; Xie, Huiliang |
|
2006
|
Oracle inequalities for the lasso in the Cox model. Zbl 1292.62135
Huang, Jian; Sun, Tingni; Ying, Zhiliang; Yu, Yi; Zhang, Cun-Hui |
|
2013
|
Estimation of the mean function with panel count data using monotone polynomial splines. Zbl 1135.62069
Lu, Minggen; Zhang, Ying; Huang, Jian |
|
2007
|
Consistent group selection in high-dimensional linear regression. Zbl 1207.62146
Wei, Fengrong; Huang, Jian |
|
2010
|
Interval censored survival data: A review of recent progress. Zbl 0916.62077
Huang, Jian; Wellner, Jon A. |
|
1997
|
On the bootstrap of the maximum score estimator. Zbl 1152.62337
Abrevaya, Jason; Huang, Jian |
|
2005
|
Semiparametric estimation methods for panel count data using monotone \(B\)-splines. Zbl 1388.62084
Lu, Minggen; Zhang, Ying; Huang, Jian |
|
2009
|
Variable selection in the accelerated failure time model via the bridge method. Zbl 1322.62189
Huang, Jian; Ma, Shuangge |
|
2010
|
Estimation of a monotone density or monotone hazard under random censoring. Zbl 0827.62032
Huang, Jian; Wellner, Jon A. |
|
1995
|
Semiparametric regression pursuit. Zbl 1253.62024
Huang, Jian; Wei, Fengrong; Ma, Shuangge |
|
2012
|
A note on estimating a partly linear model under monotonicity constraints. Zbl 1095.62505
Huang, Jian |
|
2002
|
The sparse Laplacian shrinkage estimator for high-dimensional regression. Zbl 1227.62049
Huang, Jian; Ma, Shuangge; Li, Hongzhe; Zhang, Cun-Hui |
|
2011
|
Oracle inequalities for sparse additive quantile regression in reproducing kernel Hilbert space. Zbl 1459.62053
Lv, Shaogao; Lin, Huazhen; Lian, Heng; Huang, Jian |
|
2018
|
Asymptotic normality of the NPMLE of linear functionals for interval censored data, case 1. Zbl 0832.62029
Huang, J.; Wellner, J. A. |
|
1995
|
Asymptotic properties of nonparametric estimation based on partly interval-censored data. Zbl 0933.62038
Huang, Jian |
|
1999
|
Asymptotic analysis of high-dimensional LAD regression with Lasso smoother. Zbl 1200.62073
Gao, Xiaoli; Huang, Jian |
|
2010
|
A constructive approach to \(L_0\) penalized regression. Zbl 1444.62091
Huang, Jian; Jiao, Yuling; Liu, Yanyan; Lu, Xiliang |
|
2018
|
A semiparametric approach for the nonparametric transformation survival model with multiple covariates. Zbl 1144.62029
Song, Xiao; Ma, Shuangge; Huang, Jian; Zhou, Xiao-Hua |
|
2007
|
Estimation and selection via absolute penalized convex minimization and its multistage adaptive applications. Zbl 1435.62091
Huang, Jian; Zhang, Cun-Hui |
|
2012
|
Combining multiple markers for classification using ROC. Zbl 1128.62117
Ma, Shuangge; Huang, Jian |
|
2007
|
Model selection for Cox models with time-varying coefficients. Zbl 1251.62052
Yan, Jun; Huang, Jian |
|
2012
|
Asymptotic oracle properties of SCAD-penalized least squares estimators. Zbl 1176.62066
Huang, Jian; Xie, Huiliang |
|
2007
|
The Mnet method for variable selection. Zbl 1356.62091
Huang, Jian; Breheny, Patrick; Lee, Sangin; Ma, Shuangge; Zhang, Cun-Hui |
|
2016
|
Least absolute deviations estimation for the accelerated failure time model. Zbl 1133.62083
Huang, Jian; Ma, Shuangge; Xie, Huiliang |
|
2007
|
A unified primal dual active set algorithm for nonconvex sparse recovery. Zbl 07368234
Huang, Jian; Jiao, Yuling; Jin, Bangti; Liu, Jin; Lu, Xiliang; Yang, Can |
|
2021
|
A two-way semilinear model for normalization and analysis of cdna microarray data. Zbl 1117.62358
Huang, Jian; Wang, Deli; Zhang, Cun-Hui |
|
2005
|
Asymptotic properties of the NPMLE of a distribution function based on ranked set samples. Zbl 0879.60037
Huang, Jian |
|
1997
|
Asymptotic theory for nonparametric estimation of survival curves under order restrictions. Zbl 0896.62044
Præstgaard, Jens Thomas; Huang, Jian |
|
1996
|
Group selection in the Cox model with a diverging number of covariates. Zbl 1480.62047
Huang, Jian; Liu, Li; Liu, Yanyan; Zhao, Xingqiu |
|
2014
|
Integrative analysis and variable selection with multiple high-dimensional data sets. Zbl 1314.62243
Ma, Shuangge; Huang, Jian; Song, Xiao |
|
2011
|
Integrative analysis of cancer diagnosis studies with composite penalization. Zbl 1349.62552
Liu, Jin; Ma, Shuangge; Huang, Jian |
|
2014
|
Robust decoding from 1-bit compressive sampling with ordinary and regularized least squares. Zbl 1395.49033
Huang, Jian; Jiao, Yuling; Lu, Xiliang; Zhu, Liping |
|
2018
|
High-dimensional integrative analysis with homogeneity and sparsity recovery. Zbl 1428.62243
Yang, Xinfeng; Yan, Xiaodong; Huang, Jian |
|
2019
|
Maximum likelihood estimation for proportional odds regression model with current status data. Zbl 0876.62027
Huang, Jian |
|
1995
|
Limiting distribution for monotone median regression. Zbl 1016.62009
Wang, Yazhen; Huang, Jian |
|
2002
|
Inference for low-dimensional covariates in a high-dimensional accelerated failure time model. Zbl 1421.62148
Chai, Hao; Zhang, Qingzhao; Huang, Jian; Ma, Shuangge |
|
2019
|
Nonparametric estimation of marginal distributions under bivariate truncation with application to testing for age-of-onset anticipation. Zbl 0984.62088
Huang, Jian; Vieland, Veronica J.; Wang, Kai |
|
2001
|
Sieve estimation of Cox models with latent structures. Zbl 1390.62238
Cao, Yongxiu; Huang, Jian; Liu, Yanyan; Zhao, Xingqiu |
|
2016
|
Penalized estimation of high-dimensional models under a generalized sparsity condition. Zbl 1433.62194
Horowitz, Joel L.; Huang, Jian |
|
2013
|
Semiparametric longitudinal model with irregular time autoregressive error process. Zbl 1534.62030
Bai, Yang; Huang, Jian; Li, Rui; You, Jinhong |
|
2015
|
A forward and backward stagewise algorithm for nonconvex loss functions with adaptive Lasso. Zbl 1469.62142
Shi, Xingjie; Huang, Yuan; Huang, Jian; Ma, Shuangge |
|
2018
|
Integrative analysis of ‘-omics’ data using penalty functions. Zbl 07912756
Zhao, Qing; Shi, Xingjie; Huang, Jian; Liu, Jin; Li, Yang; Ma, Shuangge |
|
2015
|
Integrative analysis of prognosis data on multiple cancer subtypes. Zbl 1299.62128
Liu, Jin; Huang, Jian; Zhang, Yawei; Lan, Qing; Rothman, Nathaniel; Zheng, Tongzhang; Ma, Shuangge |
|
2014
|
Asymptotic properties of lasso in high-dimensional partially linear models. Zbl 1338.62154
Ma, Chi; Huang, Jian |
|
2016
|
Majorization minimization by coordinate descent for concave penalized generalized linear models. Zbl 1322.62190
Jiang, Dingfeng; Huang, Jian |
|
2014
|
Penalized integrative analysis under the accelerated failure time model. Zbl 1356.62176
Zhang, Qingzhao; Zhang, Sanguo; Liu, Jin; Huang, Jian; Ma, Shuangge |
|
2016
|
Semiparametric inference for the proportional mean residual life model with right-censored length-biased data. Zbl 1356.62178
Bai, Fangfang; Huang, Jian; Zhou, Yong |
|
2016
|
Robust post-selection inference of high-dimensional mean regression with heavy-tailed asymmetric or heteroskedastic errors. Zbl 07585122
Han, Dongxiao; Huang, Jian; Lin, Yuanyuan; Shen, Guohao |
|
2022
|
Semiparametric estimation of treatment effects in two sample problems with censored data. Zbl 1533.62067
Bai, Fangfang; Huang, Jian; Zhou, Yong |
|
2014
|
Oracle inequalities and selection consistency for weighted Lasso in high-dimensional additive hazards model. Zbl 1392.62221
Zhang, Haixiang; Sun, Liuquan; Zhou, Yong; Huang, Jian |
|
2017
|
Regression models with interval censoring. Zbl 0865.62043
Huang, Jian; Wellner, Jon A. |
|
1996
|
A global partial likelihood estimation in the additive Cox proportional hazards model. Zbl 1333.62102
Lin, Huazhen; He, Ye; Huang, Jian |
|
2016
|
Linearized maximum rank correlation estimation. Zbl 07658481
Shen, Guohao; Chen, Kani; Huang, Jian; Lin, Yuanyuan |
|
2023
|
Deep nonparametric regression on approximate manifolds: nonasymptotic error bounds with polynomial prefactors. Zbl 1539.62111
Jiao, Yuling; Shen, Guohao; Lin, Yuanyuan; Huang, Jian |
|
2023
|
Bayesian inference for high-dimensional linear regression under mnet priors. Zbl 1357.62133
Tan, Aixin; Huang, Jian |
|
2016
|
Histopathological imaging-based cancer heterogeneity analysis via penalized fusion with model averaging. Zbl 1520.62223
He, Baihua; Zhong, Tingyan; Huang, Jian; Liu, Yanyan; Zhang, Qingzhao; Ma, Shuangge |
|
2021
|
Regularized projection score estimation of treatment effects in high-dimensional quantile regression. Zbl 1524.62170
Cheng, Chao; Feng, Xingdong; Huang, Jian; Liu, Xu |
|
2022
|
Asymptotic analysis of a two-way semilinear model for microarray data. Zbl 1086.62122
Huang, Jian; Zhang, Cun-Hui |
|
2005
|
Knowledge graph embedding by logical-default attention graph convolution neural network for link prediction. Zbl 1535.68304
Zhang, Jiarui; Huang, Jian; Gao, Jialong; Han, Runhai; Zhou, Cong |
|
2022
|
Identification of breast cancer prognosis markers via integrative analysis. Zbl 1255.62327
Ma, Shuangge; Dai, Ying; Huang, Jian; Xie, Yang |
|
2012
|
Identification of cancer genomic markers via integrative sparse boosting. Zbl 1244.62157
Huang, Yuan; Huang, Jian; Shia, Ben-Chang; Ma, Shuangge |
|
2012
|
On the sign consistency of the Lasso for the high-dimensional Cox model. Zbl 1395.62309
Lv, Shaogao; You, Mengying; Lin, Huazhen; Lian, Heng; Huang, Jian |
|
2018
|
Accounting for linkage disequilibrium in genome-wide association studies: a penalized regression method. Zbl 1327.62505
Huang, Jian; Liu, Jin; Ma, Shuangge; Wang, Kai |
|
2013
|
Heterogeneity analysis via integrating multi-sources high-dimensional data with applications to cancer studies. Zbl 07763175
Zhong, Tingyan; Zhang, Qingzhao; Huang, Jian; Wu, Mengyun; Ma, Shuangge |
|
2023
|
Partly functional temporal process regression with semiparametric profile estimating functions. Zbl 1165.62087
Yan, Jun; Huang, Jian |
|
2009
|
\(\ell_0\)-regularized high-dimensional accelerated failure time model. Zbl 07512626
Cheng, Chao; Feng, Xingdong; Huang, Jian; Jiao, Yuling; Zhang, Shuang |
|
2022
|
Estimating high-dimensional additive Cox model with time-dependent covariate processes. Zbl 1408.62073
Lv, Shaogao; Jiang, Jiakun; Zhou, Fanyin; Huang, Jian; Lin, Huazhen |
|
2018
|
Concave group methods for variable selection and estimation in high-dimensional varying coefficient models. Zbl 1418.62177
Yang, Guangren; Huang, Jian; Zhou, Yong |
|
2014
|
Identification of cancer-associated gene clusters and genes via clustering penalization. Zbl 1245.62151
Ma, Shuangge; Huang, Jian; Shen, Shihao |
|
2009
|
GSDAR: a fast Newton algorithm for \(\ell_0\) regularized generalized linear models with statistical guarantee. Zbl 1505.62193
Huang, Jian; Jiao, Yuling; Kang, Lican; Liu, Jin; Liu, Yanyan; Lu, Xiliang |
|
2022
|
Hierarchical cancer heterogeneity analysis based on histopathological imaging features. Zbl 1520.62311
Ren, Mingyang; Zhang, Qingzhao; Zhang, Sanguo; Zhong, Tingyan; Huang, Jian; Ma, Shuangge |
|
2022
|
A deep generative approach to conditional sampling. Zbl 07751812
Zhou, Xingyu; Jiao, Yuling; Liu, Jin; Huang, Jian |
|
2023
|
Robust semiparametric microarray normalization and significance analysis. Zbl 1097.62131
Ma, Shuangge; Kosorok, Michael R.; Huang, Jian; Xie, Hehuang; Manzella, Liliana; Soares, Marcelo Bento |
|
2006
|
Projection-based and cross-validated estimation in high-dimensional Cox model. Zbl 07638432
Zhang, Haixiang; Huang, Jian; Sun, Liuquan |
|
2022
|
A group adaptive elastic-net approach for variable selection in high-dimensional linear regression. Zbl 1384.62229
Hu, Jianhua; Huang, Jian; Qiu, Feng |
|
2018
|
Fitting sparse linear models under the sufficient and necessary condition for model identification. Zbl 1456.62143
Huang, Jian; Jiao, Yuling; Kang, Lican; Liu, Yanyan |
|
2021
|
Deep dimension reduction for supervised representation learning. Zbl 07884813
Huang, Jian; Jiao, Yuling; Liao, Xu; Liu, Jin; Yu, Zhou |
|
2024
|
Deep dimension reduction for supervised representation learning. Zbl 07884813
Huang, Jian; Jiao, Yuling; Liao, Xu; Liu, Jin; Yu, Zhou |
|
2024
|
Linearized maximum rank correlation estimation. Zbl 07658481
Shen, Guohao; Chen, Kani; Huang, Jian; Lin, Yuanyuan |
|
2023
|
Deep nonparametric regression on approximate manifolds: nonasymptotic error bounds with polynomial prefactors. Zbl 1539.62111
Jiao, Yuling; Shen, Guohao; Lin, Yuanyuan; Huang, Jian |
|
2023
|
Heterogeneity analysis via integrating multi-sources high-dimensional data with applications to cancer studies. Zbl 07763175
Zhong, Tingyan; Zhang, Qingzhao; Huang, Jian; Wu, Mengyun; Ma, Shuangge |
|
2023
|
A deep generative approach to conditional sampling. Zbl 07751812
Zhou, Xingyu; Jiao, Yuling; Liu, Jin; Huang, Jian |
|
2023
|
Robust post-selection inference of high-dimensional mean regression with heavy-tailed asymmetric or heteroskedastic errors. Zbl 07585122
Han, Dongxiao; Huang, Jian; Lin, Yuanyuan; Shen, Guohao |
|
2022
|
Regularized projection score estimation of treatment effects in high-dimensional quantile regression. Zbl 1524.62170
Cheng, Chao; Feng, Xingdong; Huang, Jian; Liu, Xu |
|
2022
|
Knowledge graph embedding by logical-default attention graph convolution neural network for link prediction. Zbl 1535.68304
Zhang, Jiarui; Huang, Jian; Gao, Jialong; Han, Runhai; Zhou, Cong |
|
2022
|
\(\ell_0\)-regularized high-dimensional accelerated failure time model. Zbl 07512626
Cheng, Chao; Feng, Xingdong; Huang, Jian; Jiao, Yuling; Zhang, Shuang |
|
2022
|
GSDAR: a fast Newton algorithm for \(\ell_0\) regularized generalized linear models with statistical guarantee. Zbl 1505.62193
Huang, Jian; Jiao, Yuling; Kang, Lican; Liu, Jin; Liu, Yanyan; Lu, Xiliang |
|
2022
|
Hierarchical cancer heterogeneity analysis based on histopathological imaging features. Zbl 1520.62311
Ren, Mingyang; Zhang, Qingzhao; Zhang, Sanguo; Zhong, Tingyan; Huang, Jian; Ma, Shuangge |
|
2022
|
Projection-based and cross-validated estimation in high-dimensional Cox model. Zbl 07638432
Zhang, Haixiang; Huang, Jian; Sun, Liuquan |
|
2022
|
A unified primal dual active set algorithm for nonconvex sparse recovery. Zbl 07368234
Huang, Jian; Jiao, Yuling; Jin, Bangti; Liu, Jin; Lu, Xiliang; Yang, Can |
|
2021
|
Histopathological imaging-based cancer heterogeneity analysis via penalized fusion with model averaging. Zbl 1520.62223
He, Baihua; Zhong, Tingyan; Huang, Jian; Liu, Yanyan; Zhang, Qingzhao; Ma, Shuangge |
|
2021
|
Fitting sparse linear models under the sufficient and necessary condition for model identification. Zbl 1456.62143
Huang, Jian; Jiao, Yuling; Kang, Lican; Liu, Yanyan |
|
2021
|
High-dimensional integrative analysis with homogeneity and sparsity recovery. Zbl 1428.62243
Yang, Xinfeng; Yan, Xiaodong; Huang, Jian |
|
2019
|
Inference for low-dimensional covariates in a high-dimensional accelerated failure time model. Zbl 1421.62148
Chai, Hao; Zhang, Qingzhao; Huang, Jian; Ma, Shuangge |
|
2019
|
Oracle inequalities for sparse additive quantile regression in reproducing kernel Hilbert space. Zbl 1459.62053
Lv, Shaogao; Lin, Huazhen; Lian, Heng; Huang, Jian |
|
2018
|
A constructive approach to \(L_0\) penalized regression. Zbl 1444.62091
Huang, Jian; Jiao, Yuling; Liu, Yanyan; Lu, Xiliang |
|
2018
|
Robust decoding from 1-bit compressive sampling with ordinary and regularized least squares. Zbl 1395.49033
Huang, Jian; Jiao, Yuling; Lu, Xiliang; Zhu, Liping |
|
2018
|
A forward and backward stagewise algorithm for nonconvex loss functions with adaptive Lasso. Zbl 1469.62142
Shi, Xingjie; Huang, Yuan; Huang, Jian; Ma, Shuangge |
|
2018
|
On the sign consistency of the Lasso for the high-dimensional Cox model. Zbl 1395.62309
Lv, Shaogao; You, Mengying; Lin, Huazhen; Lian, Heng; Huang, Jian |
|
2018
|
Estimating high-dimensional additive Cox model with time-dependent covariate processes. Zbl 1408.62073
Lv, Shaogao; Jiang, Jiakun; Zhou, Fanyin; Huang, Jian; Lin, Huazhen |
|
2018
|
A group adaptive elastic-net approach for variable selection in high-dimensional linear regression. Zbl 1384.62229
Hu, Jianhua; Huang, Jian; Qiu, Feng |
|
2018
|
Oracle inequalities and selection consistency for weighted Lasso in high-dimensional additive hazards model. Zbl 1392.62221
Zhang, Haixiang; Sun, Liuquan; Zhou, Yong; Huang, Jian |
|
2017
|
The Mnet method for variable selection. Zbl 1356.62091
Huang, Jian; Breheny, Patrick; Lee, Sangin; Ma, Shuangge; Zhang, Cun-Hui |
|
2016
|
Sieve estimation of Cox models with latent structures. Zbl 1390.62238
Cao, Yongxiu; Huang, Jian; Liu, Yanyan; Zhao, Xingqiu |
|
2016
|
Asymptotic properties of lasso in high-dimensional partially linear models. Zbl 1338.62154
Ma, Chi; Huang, Jian |
|
2016
|
Penalized integrative analysis under the accelerated failure time model. Zbl 1356.62176
Zhang, Qingzhao; Zhang, Sanguo; Liu, Jin; Huang, Jian; Ma, Shuangge |
|
2016
|
Semiparametric inference for the proportional mean residual life model with right-censored length-biased data. Zbl 1356.62178
Bai, Fangfang; Huang, Jian; Zhou, Yong |
|
2016
|
A global partial likelihood estimation in the additive Cox proportional hazards model. Zbl 1333.62102
Lin, Huazhen; He, Ye; Huang, Jian |
|
2016
|
Bayesian inference for high-dimensional linear regression under mnet priors. Zbl 1357.62133
Tan, Aixin; Huang, Jian |
|
2016
|
Group descent algorithms for nonconvex penalized linear and logistic regression models with grouped predictors. Zbl 1331.62359
Breheny, Patrick; Huang, Jian |
|
2015
|
Semiparametric longitudinal model with irregular time autoregressive error process. Zbl 1534.62030
Bai, Yang; Huang, Jian; Li, Rui; You, Jinhong |
|
2015
|
Integrative analysis of ‘-omics’ data using penalty functions. Zbl 07912756
Zhao, Qing; Shi, Xingjie; Huang, Jian; Liu, Jin; Li, Yang; Ma, Shuangge |
|
2015
|
Group selection in the Cox model with a diverging number of covariates. Zbl 1480.62047
Huang, Jian; Liu, Li; Liu, Yanyan; Zhao, Xingqiu |
|
2014
|
Integrative analysis of cancer diagnosis studies with composite penalization. Zbl 1349.62552
Liu, Jin; Ma, Shuangge; Huang, Jian |
|
2014
|
Integrative analysis of prognosis data on multiple cancer subtypes. Zbl 1299.62128
Liu, Jin; Huang, Jian; Zhang, Yawei; Lan, Qing; Rothman, Nathaniel; Zheng, Tongzhang; Ma, Shuangge |
|
2014
|
Majorization minimization by coordinate descent for concave penalized generalized linear models. Zbl 1322.62190
Jiang, Dingfeng; Huang, Jian |
|
2014
|
Semiparametric estimation of treatment effects in two sample problems with censored data. Zbl 1533.62067
Bai, Fangfang; Huang, Jian; Zhou, Yong |
|
2014
|
Concave group methods for variable selection and estimation in high-dimensional varying coefficient models. Zbl 1418.62177
Yang, Guangren; Huang, Jian; Zhou, Yong |
|
2014
|
Large covariance estimation by thresholding principal orthogonal complements. With discussion and authors’ reply. Zbl 1411.62138
Fan, Jianqing; Liao, Yuan; Mincheva, Martina |
|
2013
|
Oracle inequalities for the lasso in the Cox model. Zbl 1292.62135
Huang, Jian; Sun, Tingni; Ying, Zhiliang; Yu, Yi; Zhang, Cun-Hui |
|
2013
|
Penalized estimation of high-dimensional models under a generalized sparsity condition. Zbl 1433.62194
Horowitz, Joel L.; Huang, Jian |
|
2013
|
Accounting for linkage disequilibrium in genome-wide association studies: a penalized regression method. Zbl 1327.62505
Huang, Jian; Liu, Jin; Ma, Shuangge; Wang, Kai |
|
2013
|
A selective review of group selection in high-dimensional models. Zbl 1331.62347
Huang, Jian; Breheny, Patrick; Ma, Shuangge |
|
2012
|
Semiparametric regression pursuit. Zbl 1253.62024
Huang, Jian; Wei, Fengrong; Ma, Shuangge |
|
2012
|
Estimation and selection via absolute penalized convex minimization and its multistage adaptive applications. Zbl 1435.62091
Huang, Jian; Zhang, Cun-Hui |
|
2012
|
Model selection for Cox models with time-varying coefficients. Zbl 1251.62052
Yan, Jun; Huang, Jian |
|
2012
|
Identification of breast cancer prognosis markers via integrative analysis. Zbl 1255.62327
Ma, Shuangge; Dai, Ying; Huang, Jian; Xie, Yang |
|
2012
|
Identification of cancer genomic markers via integrative sparse boosting. Zbl 1244.62157
Huang, Yuan; Huang, Jian; Shia, Ben-Chang; Ma, Shuangge |
|
2012
|
Coordinate descent algorithms for nonconvex penalized regression, with applications to biological feature selection. Zbl 1220.62095
Breheny, Patrick; Huang, Jian |
|
2011
|
Variable selection and estimation in high-dimensional varying-coefficient models. Zbl 1225.62056
Wei, Fengrong; Huang, Jian; Li, Hongzhe |
|
2011
|
The sparse Laplacian shrinkage estimator for high-dimensional regression. Zbl 1227.62049
Huang, Jian; Ma, Shuangge; Li, Hongzhe; Zhang, Cun-Hui |
|
2011
|
Integrative analysis and variable selection with multiple high-dimensional data sets. Zbl 1314.62243
Ma, Shuangge; Huang, Jian; Song, Xiao |
|
2011
|
Variable selection in nonparametric additive models. Zbl 1202.62051
Huang, Jian; Horowitz, Joel L.; Wei, Fengrong |
|
2010
|
A spline-based semiparametric maximum likelihood estimation method for the Cox model with interval censored data. Zbl 1224.62108
Zhang, Ying; Hua, Lei; Huang, Jian |
|
2010
|
Consistent group selection in high-dimensional linear regression. Zbl 1207.62146
Wei, Fengrong; Huang, Jian |
|
2010
|
Variable selection in the accelerated failure time model via the bridge method. Zbl 1322.62189
Huang, Jian; Ma, Shuangge |
|
2010
|
Asymptotic analysis of high-dimensional LAD regression with Lasso smoother. Zbl 1200.62073
Gao, Xiaoli; Huang, Jian |
|
2010
|
A group bridge approach for variable selection. Zbl 1163.62050
Huang, Jian; Ma, Shuangge; Xie, Huiliang; Zhang, Cun-Hui |
|
2009
|
SCAD-penalized regression in high-dimensional partially linear models. Zbl 1162.62037
Xie, Huiliang; Huang, Jian |
|
2009
|
Penalized methods for bi-level variable selection. Zbl 1245.62034
Breheny, Patrick; Huang, Jian |
|
2009
|
Semiparametric estimation methods for panel count data using monotone \(B\)-splines. Zbl 1388.62084
Lu, Minggen; Zhang, Ying; Huang, Jian |
|
2009
|
Partly functional temporal process regression with semiparametric profile estimating functions. Zbl 1165.62087
Yan, Jun; Huang, Jian |
|
2009
|
Identification of cancer-associated gene clusters and genes via clustering penalization. Zbl 1245.62151
Ma, Shuangge; Huang, Jian; Shen, Shihao |
|
2009
|
The sparsity and bias of the LASSO selection in high-dimensional linear regression. Zbl 1142.62044
Zhang, Cun-Hui; Huang, Jian |
|
2008
|
Asymptotic properties of bridge estimators in sparse high-dimensional regression models. Zbl 1133.62048
Huang, Jian; Horowitz, Joel L.; Ma, Shuangge |
|
2008
|
Adaptive Lasso for sparse high-dimensional regression models. Zbl 1255.62198
Huang, Jian; Ma, Shuangge; Zhang, Cun-Hui |
|
2008
|
Estimation of the mean function with panel count data using monotone polynomial splines. Zbl 1135.62069
Lu, Minggen; Zhang, Ying; Huang, Jian |
|
2007
|
A semiparametric approach for the nonparametric transformation survival model with multiple covariates. Zbl 1144.62029
Song, Xiao; Ma, Shuangge; Huang, Jian; Zhou, Xiao-Hua |
|
2007
|
Combining multiple markers for classification using ROC. Zbl 1128.62117
Ma, Shuangge; Huang, Jian |
|
2007
|
Asymptotic oracle properties of SCAD-penalized least squares estimators. Zbl 1176.62066
Huang, Jian; Xie, Huiliang |
|
2007
|
Least absolute deviations estimation for the accelerated failure time model. Zbl 1133.62083
Huang, Jian; Ma, Shuangge; Xie, Huiliang |
|
2007
|
Regularized estimation in the accelerated failure time model with high-dimensional covariates. Zbl 1111.62090
Huang, Jian; Ma, Shuangge; Xie, Huiliang |
|
2006
|
Robust semiparametric microarray normalization and significance analysis. Zbl 1097.62131
Ma, Shuangge; Kosorok, Michael R.; Huang, Jian; Xie, Hehuang; Manzella, Liliana; Soares, Marcelo Bento |
|
2006
|
On the bootstrap of the maximum score estimator. Zbl 1152.62337
Abrevaya, Jason; Huang, Jian |
|
2005
|
A two-way semilinear model for normalization and analysis of cdna microarray data. Zbl 1117.62358
Huang, Jian; Wang, Deli; Zhang, Cun-Hui |
|
2005
|
Asymptotic analysis of a two-way semilinear model for microarray data. Zbl 1086.62122
Huang, Jian; Zhang, Cun-Hui |
|
2005
|
A note on estimating a partly linear model under monotonicity constraints. Zbl 1095.62505
Huang, Jian |
|
2002
|
Limiting distribution for monotone median regression. Zbl 1016.62009
Wang, Yazhen; Huang, Jian |
|
2002
|
Nonparametric estimation of marginal distributions under bivariate truncation with application to testing for age-of-onset anticipation. Zbl 0984.62088
Huang, Jian; Vieland, Veronica J.; Wang, Kai |
|
2001
|
Efficient estimation of the partly linear additive Cox model. Zbl 0977.62035
Huang, Jian |
|
1999
|
Asymptotic properties of nonparametric estimation based on partly interval-censored data. Zbl 0933.62038
Huang, Jian |
|
1999
|
Sieve estimation for the proportional-odds failure-time regression model with interval censoring. Zbl 0889.62082
Huang, Jian; Rossini, A. J. |
|
1997
|
Interval censored survival data: A review of recent progress. Zbl 0916.62077
Huang, Jian; Wellner, Jon A. |
|
1997
|
Asymptotic properties of the NPMLE of a distribution function based on ranked set samples. Zbl 0879.60037
Huang, Jian |
|
1997
|
Efficient estimation for the proportional hazards model with interval censoring. Zbl 0859.62032
Huang, Jian |
|
1996
|
Asymptotic theory for nonparametric estimation of survival curves under order restrictions. Zbl 0896.62044
Præstgaard, Jens Thomas; Huang, Jian |
|
1996
|
Regression models with interval censoring. Zbl 0865.62043
Huang, Jian; Wellner, Jon A. |
|
1996
|
Estimation of a monotone density or monotone hazard under random censoring. Zbl 0827.62032
Huang, Jian; Wellner, Jon A. |
|
1995
|
Asymptotic normality of the NPMLE of linear functionals for interval censored data, case 1. Zbl 0832.62029
Huang, J.; Wellner, J. A. |
|
1995
|
Maximum likelihood estimation for proportional odds regression model with current status data. Zbl 0876.62027
Huang, Jian |
|
1995
|
