Adaptive Huber regression. Zbl 1437.62250
Sun, Qiang; Zhou, Wen-Xin; Fan, Jianqing |
|
2020
|
Nonparametric covariate-adjusted regression. Zbl 1349.62097
Delaigle, Aurore; Hall, Peter; Zhou, Wen-Xin |
|
2016
|
A new perspective on robust \(M\)-estimation: finite sample theory and applications to dependence-adjusted multiple testing. Zbl 1409.62154
Zhou, Wen-Xin; Bose, Koushiki; Fan, Jianqing; Liu, Han |
|
2018
|
Simulation-based hypothesis testing of high dimensional means under covariance heterogeneity. Zbl 1405.62162
Chang, Jinyuan; Zheng, Chao; Zhou, Wen-Xin; Zhou, Wen |
|
2017
|
User-friendly covariance estimation for heavy-tailed distributions. Zbl 1429.62312
Ke, Yuan; Minsker, Stanislav; Ren, Zhao; Sun, Qiang; Zhou, Wen-Xin |
|
2019
|
A max-norm constrained minimization approach to 1-bit matrix completion. Zbl 1318.62172
Cai, Tony; Zhou, Wen-Xin |
|
2013
|
Comparing large covariance matrices under weak conditions on the dependence structure and its application to gene clustering. Zbl 1366.62206
Chang, Jinyuan; Zhou, Wen; Zhou, Wen-Xin; Wang, Lan |
|
2017
|
Matrix completion via max-norm constrained optimization. Zbl 1342.62091
Cai, T. Tony; Zhou, Wen-Xin |
|
2016
|
Farmtest: factor-adjusted robust multiple testing with approximate false discovery control. Zbl 1428.62345
Fan, Jianqing; Ke, Yuan; Sun, Qiang; Zhou, Wen-Xin |
|
2019
|
Cramér type moderate deviation theorems for self-normalized processes. Zbl 1350.60025
Shao, Qi-Man; Zhou, Wen-Xin |
|
2016
|
Smoothed quantile regression with large-scale inference. Zbl 07648718
He, Xuming; Pan, Xiaoou; Tan, Kean Ming; Zhou, Wen-Xin |
|
2023
|
A new principle for tuning-free Huber regression. Zbl 1524.62136
Wang, Lili; Zheng, Chao; Zhou, Wen; Zhou, Wen-Xin |
|
2021
|
On the probability distribution of stock returns in the Mike-Farmer model. Zbl 1188.91146
Gu, G.-F.; Zhou, W.-X. |
|
2009
|
Necessary and sufficient conditions for the asymptotic distributions of coherence of ultra-high dimensional random matrices. Zbl 1354.60020
Shao, Qi-Man; Zhou, Wen-Xin |
|
2014
|
Are discoveries spurious? Distributions of maximum spurious correlations and their applications. Zbl 1402.62097
Fan, Jianqing; Shao, Qi-Man; Zhou, Wen-Xin |
|
2018
|
Cramér-type moderate deviations for Studentized two-sample \(U\)-statistics with applications. Zbl 1357.60030
Chang, Jinyuan; Shao, Qi-Man; Zhou, Wen-Xin |
|
2016
|
Robust inference via multiplier bootstrap. Zbl 1458.62075
Chen, Xi; Zhou, Wen-Xin |
|
2020
|
Two-sample smooth tests for the equality of distributions. Zbl 1380.62202
Zhou, Wen-Xin; Zheng, Chao; Zhang, Zhen |
|
2017
|
High-dimensional quantile regression: convolution smoothing and concave regularization. Zbl 07593409
Tan, Kean Ming; Wang, Lan; Zhou, Wen-Xin |
|
2022
|
Nonparametric and parametric estimators of prevalence from group testing data with aggregated covariates. Zbl 1373.62541
Delaigle, Aurore; Zhou, Wen-Xin |
|
2015
|
Iteratively reweighted \(\ell_1\)-penalized robust regression. Zbl 1472.62116
Pan, Xiaoou; Sun, Qiang; Zhou, Wen-Xin |
|
2021
|
Distributed adaptive Huber regression. Zbl 07476349
Luo, Jiyu; Sun, Qiang; Zhou, Wen-Xin |
|
2022
|
On Gaussian comparison inequality and its application to spectral analysis of large random matrices. Zbl 1429.60037
Han, Fang; Xu, Sheng; Zhou, Wen-Xin |
|
2018
|
Stein’s method for nonlinear statistics: a brief survey and recent progress. Zbl 1333.60034
Shao, Qi-Man; Zhang, Kan; Zhou, Wen-Xin |
|
2016
|
Guarding against spurious discoveries in high dimensions. Zbl 1436.62349
Fan, Jianqing; Zhou, Wen-Xin |
|
2016
|
Multiplier bootstrap for quantile regression: non-asymptotic theory under random design. Zbl 07446773
Pan, Xiaoou; Zhou, Wen-Xin |
|
2021
|
Scalable estimation and inference for censored quantile regression process. Zbl 1539.62109
He, Xuming; Pan, Xiaoou; Tan, Kean Ming; Zhou, Wen-Xin |
|
2022
|
Retire: robust expectile regression in high dimensions. Zbl 07814015
Man, Rebeka; Tan, Kean Ming; Wang, Zian; Zhou, Wen-Xin |
|
2024
|
Retire: robust expectile regression in high dimensions. Zbl 07814015
Man, Rebeka; Tan, Kean Ming; Wang, Zian; Zhou, Wen-Xin |
|
2024
|
Smoothed quantile regression with large-scale inference. Zbl 07648718
He, Xuming; Pan, Xiaoou; Tan, Kean Ming; Zhou, Wen-Xin |
|
2023
|
High-dimensional quantile regression: convolution smoothing and concave regularization. Zbl 07593409
Tan, Kean Ming; Wang, Lan; Zhou, Wen-Xin |
|
2022
|
Distributed adaptive Huber regression. Zbl 07476349
Luo, Jiyu; Sun, Qiang; Zhou, Wen-Xin |
|
2022
|
Scalable estimation and inference for censored quantile regression process. Zbl 1539.62109
He, Xuming; Pan, Xiaoou; Tan, Kean Ming; Zhou, Wen-Xin |
|
2022
|
A new principle for tuning-free Huber regression. Zbl 1524.62136
Wang, Lili; Zheng, Chao; Zhou, Wen; Zhou, Wen-Xin |
|
2021
|
Iteratively reweighted \(\ell_1\)-penalized robust regression. Zbl 1472.62116
Pan, Xiaoou; Sun, Qiang; Zhou, Wen-Xin |
|
2021
|
Multiplier bootstrap for quantile regression: non-asymptotic theory under random design. Zbl 07446773
Pan, Xiaoou; Zhou, Wen-Xin |
|
2021
|
Adaptive Huber regression. Zbl 1437.62250
Sun, Qiang; Zhou, Wen-Xin; Fan, Jianqing |
|
2020
|
Robust inference via multiplier bootstrap. Zbl 1458.62075
Chen, Xi; Zhou, Wen-Xin |
|
2020
|
User-friendly covariance estimation for heavy-tailed distributions. Zbl 1429.62312
Ke, Yuan; Minsker, Stanislav; Ren, Zhao; Sun, Qiang; Zhou, Wen-Xin |
|
2019
|
Farmtest: factor-adjusted robust multiple testing with approximate false discovery control. Zbl 1428.62345
Fan, Jianqing; Ke, Yuan; Sun, Qiang; Zhou, Wen-Xin |
|
2019
|
A new perspective on robust \(M\)-estimation: finite sample theory and applications to dependence-adjusted multiple testing. Zbl 1409.62154
Zhou, Wen-Xin; Bose, Koushiki; Fan, Jianqing; Liu, Han |
|
2018
|
Are discoveries spurious? Distributions of maximum spurious correlations and their applications. Zbl 1402.62097
Fan, Jianqing; Shao, Qi-Man; Zhou, Wen-Xin |
|
2018
|
On Gaussian comparison inequality and its application to spectral analysis of large random matrices. Zbl 1429.60037
Han, Fang; Xu, Sheng; Zhou, Wen-Xin |
|
2018
|
Simulation-based hypothesis testing of high dimensional means under covariance heterogeneity. Zbl 1405.62162
Chang, Jinyuan; Zheng, Chao; Zhou, Wen-Xin; Zhou, Wen |
|
2017
|
Comparing large covariance matrices under weak conditions on the dependence structure and its application to gene clustering. Zbl 1366.62206
Chang, Jinyuan; Zhou, Wen; Zhou, Wen-Xin; Wang, Lan |
|
2017
|
Two-sample smooth tests for the equality of distributions. Zbl 1380.62202
Zhou, Wen-Xin; Zheng, Chao; Zhang, Zhen |
|
2017
|
Nonparametric covariate-adjusted regression. Zbl 1349.62097
Delaigle, Aurore; Hall, Peter; Zhou, Wen-Xin |
|
2016
|
Matrix completion via max-norm constrained optimization. Zbl 1342.62091
Cai, T. Tony; Zhou, Wen-Xin |
|
2016
|
Cramér type moderate deviation theorems for self-normalized processes. Zbl 1350.60025
Shao, Qi-Man; Zhou, Wen-Xin |
|
2016
|
Cramér-type moderate deviations for Studentized two-sample \(U\)-statistics with applications. Zbl 1357.60030
Chang, Jinyuan; Shao, Qi-Man; Zhou, Wen-Xin |
|
2016
|
Stein’s method for nonlinear statistics: a brief survey and recent progress. Zbl 1333.60034
Shao, Qi-Man; Zhang, Kan; Zhou, Wen-Xin |
|
2016
|
Guarding against spurious discoveries in high dimensions. Zbl 1436.62349
Fan, Jianqing; Zhou, Wen-Xin |
|
2016
|
Nonparametric and parametric estimators of prevalence from group testing data with aggregated covariates. Zbl 1373.62541
Delaigle, Aurore; Zhou, Wen-Xin |
|
2015
|
Necessary and sufficient conditions for the asymptotic distributions of coherence of ultra-high dimensional random matrices. Zbl 1354.60020
Shao, Qi-Man; Zhou, Wen-Xin |
|
2014
|
A max-norm constrained minimization approach to 1-bit matrix completion. Zbl 1318.62172
Cai, Tony; Zhou, Wen-Xin |
|
2013
|
On the probability distribution of stock returns in the Mike-Farmer model. Zbl 1188.91146
Gu, G.-F.; Zhou, W.-X. |
|
2009
|
