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Cheng Wang
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Shrinkage estimation of large dimensional precision matrix using random matrix theory
C Wang, G Pan, T Tong, L Zhu
Statistica Sinica, 2015
482015
Limiting spectral distribution of large-dimensional sample covariance matrices generated by VARMA
B Jin, C Wang, B Miao, MNL Huang
Journal of Multivariate Analysis 100 (9), 2112-2125, 2009
352009
An efficient ADMM algorithm for high dimensional precision matrix estimation via penalized quadratic loss
C Wang, B Jiang
Computational Statistics & Data Analysis 142, 106812, 2020
272020
Estimation of variances and covariances for high-dimensional data: a selective review
T Tong, C Wang, Y Wang
WIREs: Computational Statistics 6 (4), 255-264, 2014
222014
Optimal feature selection for sparse linear discriminant analysis and its applications in gene expression data
C Wang, L Cao, B Miao
Computational Statistics & Data Analysis 66, 140-149, 2013
222013
On the dimension effect of regularized linear discriminant analysis
C Wang, B Jiang
Electronic Journal of Statistics 12, 2709-2742, 2018
182018
On limiting spectral distribution of large sample covariance matrices by VARMA(p,q)
C Wang, B Jin, B Miao
Journal of Time Series Analysis 32 (5), 539-546, 2011
182011
Penalized Interaction Estimation for Ultrahigh Dimensional Quadratic Regression
C Wang, B Jiang, L Zhu
Statistica Sinica 31 (3), 2021
172021
Non-parametric shrinkage mean estimation for quadratic loss functions with unknown covariance matrices
C Wang, T Tong, L Cao, B Miao
Journal of Multivariate Analysis 125, 222-232, 2014
132014
Asymptotic power of likelihood ratio tests for high dimensional data
C Wang
Statistics & Probability Letters 88, 184-189, 2014
112014
Random matrix description of dynamically backscattered coherent waves propagating in a wide-field-illuminated random medium
P Miao, Y Zhang, C Wang, S Tong
Applied Physics Letters 120 (4), 2022
92022
A fast iterative algorithm for high-dimensional differential network
Z Tang, Z Yu, C Wang
Computational Statistics 35 (1), 95-109, 2020
92020
Separating single- and multiple-scattering components in laser speckle contrast imaging of tissue blood flow
Y Zhang, C Wang, S Tong, P Miao
Biomedical Optics Express 13 (5), 2881-2895, 2022
82022
Identity tests for high dimensional data using RMT
C Wang, J Yang, B Miao, L Cao
Journal of Multivariate Analysis 118, 128-137, 2013
82013
On cumulative slicing estimation for high dimensional data
C Wang, Z Yu, L Zhu
Statistica Sinica 31 (1), 223-242, 2021
62021
Limiting spectral distribution of large dimensional Spearman’s rank correlation matrices
Z Wu, C Wang
Journal of Multivariate Analysis 191, 105011, 2022
42022
On eigenvalues of a high dimensional Kendall's rank correlation matrix with dependences
Z Li, C Wang, Q Wang
SCIENCE CHINA Mathematics 66 (11), 2615–2640, 2023
3*2023
A unified precision matrix estimation framework via sparse column-wise inverse operator under weak sparsity
Z Wu, C Wang, W Liu
Annals of the Institute of Statistical Mathematics 75 (4), 619–648, 2023
32023
Sparse Fr\'echet Sufficient Dimension Reduction with Graphical Structure Among Predictors
J Weng, K Tan, C Wang, Z Yu
arXiv preprint arXiv:2310.19114, 2023
12023
Linear Discriminant Analysis with High-dimensional Mixed Variables
B Jiang, C Leng, C Wang, Z Yang, X Yu
arXiv preprint arXiv:2112.07145, 2021
12021
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