Large covariance estimation by thresholding principal orthogonal complements. With discussion and authors’ reply. Zbl 1411.62138
Fan, Jianqing; Liao, Yuan; Mincheva, Martina |
|
2013
|
Strong oracle optimality of folded concave penalized estimation. Zbl 1305.62252
Fan, Jianqing; Xue, Lingzhou; Zou, Hui |
|
2014
|
Regularized rank-based estimation of high-dimensional nonparanormal graphical models. Zbl 1373.62138
Xue, Lingzhou; Zou, Hui |
|
2012
|
Positive-definite \(\ell_1\)-penalized estimation of large covariance matrices. Zbl 1258.62063
Xue, Lingzhou; Ma, Shiqian; Zou, Hui |
|
2012
|
Nonconcave penalized composite conditional likelihood estimation of sparse Ising models. Zbl 1284.62451
Xue, Lingzhou; Zou, Hui; Cai, Tianxi |
|
2012
|
Alternating direction methods for latent variable Gaussian graphical model selection. Zbl 1418.62234
Ma, Shiqian; Xue, Lingzhou; Zou, Hui |
|
2013
|
Sufficient forecasting using factor models. Zbl 1377.62185
Fan, Jianqing; Xue, Lingzhou; Yao, Jiawei |
|
2017
|
A review of dynamic network models with latent variables. Zbl 1401.62103
Kim, Bomin; Lee, Kevin H.; Xue, Lingzhou; Niu, Xiaoyue |
|
2018
|
Effect of liquid layering at the liquid-solid interface on thermal transport. Zbl 1111.76333
Xue, L.; Keblinski, P.; Phillpot, S. R.; Choi, S. U.-S.; Eastman, J. A. |
|
2004
|
Sure independence screening and compressed random sensing. Zbl 1215.62063
Xue, Lingzhou; Zou, Hui |
|
2011
|
Rank-based tapering estimation of bandable correlation matrices. Zbl 1285.62062
Xue, Lingzhou; Zou, Hui |
|
2014
|
Compositional knockoff filter for high-dimensional regression analysis of microbiome data. Zbl 1520.62329
Srinivasan, Arun; Xue, Lingzhou; Zhan, Xiang |
|
2021
|
Model-based clustering of time-evolving networks through temporal exponential-family random graph models. Zbl 1437.62233
Lee, Kevin H.; Xue, Lingzhou; Hunter, David R. |
|
2020
|
Optimal estimation of sparse correlation matrices of semiparametric Gaussian copulas. Zbl 1388.62091
Xue, Lingzhou; Zou, Hui |
|
2014
|
Applications of Peter Hall’s martingale limit theory to estimating and testing high dimensional covariance matrices. Zbl 1406.62057
Li, Danning; Xue, Lingzhou; Zou, Hui |
|
2018
|
Estimating finite mixtures of ordinal graphical models. Zbl 1486.62306
Lee, Kevin H.; Chen, Qian; DeSarbo, Wayne S.; Xue, Lingzhou |
|
2022
|
Minimax optimal estimation of general bandable covariance matrices. Zbl 1277.62145
Xue, Lingzhou; Zou, Hui |
|
2013
|
Inverse moment methods for sufficient forecasting using high-dimensional predictors. Zbl 07543335
Luo, Wei; Xue, Lingzhou; Yao, Jiawei; Yu, Xiufan |
|
2022
|
Robust shape matrix estimation for high-dimensional compositional data with application to microbial inter-taxa analysis. Zbl 07767620
Li, Danning; Srinivasan, Arun; Xue, Lingzhou; Zhan, Xiang |
|
2023
|
Fisher’s combined probability test for high-dimensional covariance matrices. Zbl 07820400
Yu, Xiufan; Li, Danning; Xue, Lingzhou |
|
2024
|
Nonlinear sufficient dimension reduction for distribution-on-distribution regression. Zbl 07846376
Zhang, Qi; Li, Bing; Xue, Lingzhou |
|
2024
|
Robust covariance matrix estimation for high-dimensional compositional data with application to sales data analysis. Zbl 1531.62167
Li, Danning; Srinivasan, Arun; Chen, Qian; Xue, Lingzhou |
|
2023
|
Correction: Strong oracle optimality of folded concave penalized estimation. Zbl 1311.62102
Fan, Jianqing; Xue, Lingzhou; Zou, Hui |
|
2015
|
Fisher’s combined probability test for high-dimensional covariance matrices. Zbl 07820400
Yu, Xiufan; Li, Danning; Xue, Lingzhou |
|
2024
|
Nonlinear sufficient dimension reduction for distribution-on-distribution regression. Zbl 07846376
Zhang, Qi; Li, Bing; Xue, Lingzhou |
|
2024
|
Robust shape matrix estimation for high-dimensional compositional data with application to microbial inter-taxa analysis. Zbl 07767620
Li, Danning; Srinivasan, Arun; Xue, Lingzhou; Zhan, Xiang |
|
2023
|
Robust covariance matrix estimation for high-dimensional compositional data with application to sales data analysis. Zbl 1531.62167
Li, Danning; Srinivasan, Arun; Chen, Qian; Xue, Lingzhou |
|
2023
|
Estimating finite mixtures of ordinal graphical models. Zbl 1486.62306
Lee, Kevin H.; Chen, Qian; DeSarbo, Wayne S.; Xue, Lingzhou |
|
2022
|
Inverse moment methods for sufficient forecasting using high-dimensional predictors. Zbl 07543335
Luo, Wei; Xue, Lingzhou; Yao, Jiawei; Yu, Xiufan |
|
2022
|
Compositional knockoff filter for high-dimensional regression analysis of microbiome data. Zbl 1520.62329
Srinivasan, Arun; Xue, Lingzhou; Zhan, Xiang |
|
2021
|
Model-based clustering of time-evolving networks through temporal exponential-family random graph models. Zbl 1437.62233
Lee, Kevin H.; Xue, Lingzhou; Hunter, David R. |
|
2020
|
A review of dynamic network models with latent variables. Zbl 1401.62103
Kim, Bomin; Lee, Kevin H.; Xue, Lingzhou; Niu, Xiaoyue |
|
2018
|
Applications of Peter Hall’s martingale limit theory to estimating and testing high dimensional covariance matrices. Zbl 1406.62057
Li, Danning; Xue, Lingzhou; Zou, Hui |
|
2018
|
Sufficient forecasting using factor models. Zbl 1377.62185
Fan, Jianqing; Xue, Lingzhou; Yao, Jiawei |
|
2017
|
Correction: Strong oracle optimality of folded concave penalized estimation. Zbl 1311.62102
Fan, Jianqing; Xue, Lingzhou; Zou, Hui |
|
2015
|
Strong oracle optimality of folded concave penalized estimation. Zbl 1305.62252
Fan, Jianqing; Xue, Lingzhou; Zou, Hui |
|
2014
|
Rank-based tapering estimation of bandable correlation matrices. Zbl 1285.62062
Xue, Lingzhou; Zou, Hui |
|
2014
|
Optimal estimation of sparse correlation matrices of semiparametric Gaussian copulas. Zbl 1388.62091
Xue, Lingzhou; Zou, Hui |
|
2014
|
Large covariance estimation by thresholding principal orthogonal complements. With discussion and authors’ reply. Zbl 1411.62138
Fan, Jianqing; Liao, Yuan; Mincheva, Martina |
|
2013
|
Alternating direction methods for latent variable Gaussian graphical model selection. Zbl 1418.62234
Ma, Shiqian; Xue, Lingzhou; Zou, Hui |
|
2013
|
Minimax optimal estimation of general bandable covariance matrices. Zbl 1277.62145
Xue, Lingzhou; Zou, Hui |
|
2013
|
Regularized rank-based estimation of high-dimensional nonparanormal graphical models. Zbl 1373.62138
Xue, Lingzhou; Zou, Hui |
|
2012
|
Positive-definite \(\ell_1\)-penalized estimation of large covariance matrices. Zbl 1258.62063
Xue, Lingzhou; Ma, Shiqian; Zou, Hui |
|
2012
|
Nonconcave penalized composite conditional likelihood estimation of sparse Ising models. Zbl 1284.62451
Xue, Lingzhou; Zou, Hui; Cai, Tianxi |
|
2012
|
Sure independence screening and compressed random sensing. Zbl 1215.62063
Xue, Lingzhou; Zou, Hui |
|
2011
|
Effect of liquid layering at the liquid-solid interface on thermal transport. Zbl 1111.76333
Xue, L.; Keblinski, P.; Phillpot, S. R.; Choi, S. U.-S.; Eastman, J. A. |
|
2004
|