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Wenxin Zhou
Wenxin Zhou
Department of Information & Decision Sciences, University of Illinois at Chicago
Dirección de correo verificada de uic.edu - Página principal
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Citado por
Citado por
Año
Adaptive Huber regression
Q Sun, W Zhou, J Fan
Journal of the American Statistical Association 115 (529), 254-265, 2020
2702020
A max-norm constrained minimization approach to 1-bit matrix completion
T Cai, W Zhou
1532013
Matrix completion via max-norm constrained optimization
TT Cai, WX Zhou
Electronic Journal of Statistics 10 (1), 1493-1525, 2016
1262016
Principal component analysis for big data
J Fan, Q Sun, WX Zhou, Z Zhu
Wiley StatsRef: Statistics Reference Online, 1-13, 2018
732018
A new principle for tuning-free Huber regression
L Wang, C Zheng, W Zhou, WX Zhou
Statistica Sinica 31 (4), 2153-2177, 2021
712021
A new perspective on robust M-estimation: Finite sample theory and applications to dependence-adjusted multiple testing
WX Zhou, K Bose, J Fan, H Liu
The Annals of Statistics 46 (5), 1904--1931, 2018
692018
FarmTest: Factor-adjusted robust multiple testing with approximate false discovery control
J Fan, Y Ke, Q Sun, WX Zhou
Journal of the American Statistical Association 114 (528), 1880-1893, 2019
63*2019
User-friendly covariance estimation for heavy-tailed distributions
Y Ke, S Minsker, Z Ren, Q Sun, WX Zhou
Statistical Science 34 (3), 454-471, 2019
632019
Nonparametric covariate-adjusted regression
A Delaigle, P Hall, WX Zhou
The Annals of Statistics 44 (5), 2190-2220, 2016
622016
Smoothed quantile regression with large-scale inference
X He, X Pan, KM Tan, WX Zhou
Journal of Econometrics 232 (2), 367-388, 2023
612023
Simulation‐based hypothesis testing of high dimensional means under covariance heterogeneity
J Chang, C Zheng, WX Zhou, W Zhou
Biometrics 73 (4), 1300-1310, 2017
562017
Comparing large covariance matrices under weak conditions on the dependence structure and its application to gene clustering
J Chang, W Zhou, WX Zhou, L Wang
Biometrics 73 (1), 31-41, 2017
512017
Are discoveries spurious? Distributions of maximum spurious correlations and their applications
J Fan, QM Shao, WX Zhou
The Annals of Statistics 46 (3), 989-1017, 2018
482018
Cramér type moderate deviation theorems for self-normalized processes
QM Shao, WX Zhou
Bernoulli 22 (4), 2029-2079, 2016
392016
Robust inference via multiplier bootstrap
X Chen, WX Zhou
The Annals of Statistics 48 (3), 1665-1691, 2020
362020
High-dimensional quantile regression: Convolution smoothing and concave regularization
KM Tan, L Wang, WX Zhou
J R Stat Soc Series B. 84 (1), 205-233, 2022
292022
Max-norm optimization for robust matrix recovery
EX Fang, H Liu, KC Toh, WX Zhou
Mathematical Programming 167, 5-35, 2018
292018
Necessary and sufficient conditions for the asymptotic distributions of coherence of ultra-high dimensional random matrices
QM Shao, WX Zhou
The Annals of Probability 42 (2), 623-648, 2014
292014
Iteratively reweighted -penalized robust regression
X Pan, Q Sun, WX Zhou
Electronic Journal of Statistics 15 (1), 3287-3348, 2021
24*2021
Cramér-type moderate deviations for Studentized two-sample -statistics with applications
J Chang, QM Shao, WX Zhou
The Annals of Statistics 44 (5), 2190-2220, 2016
232016
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Artículos 1–20