Coordinate-independent sparse sufficient dimension reduction and variable selection X Chen, C Zou, RD Cook | 161 | 2010 |
Sparse envelope model: efficient estimation and response variable selection in multivariate linear regression Z Su, G Zhu, X Chen, Y Yang Biometrika 103 (3), 579-593, 2016 | 63 | 2016 |
Robust sufficient dimension reduction via ball covariance J Zhang, X Chen Computational Statistics & Data Analysis 140, 144-154, 2019 | 19 | 2019 |
Diagnostic studies in sufficient dimension reduction X Chen, RD Cook, C Zou Biometrika 102 (3), 545-558, 2015 | 16 | 2015 |
Efficient sparse estimate of sufficient dimension reduction in high dimension X Chen, W Sheng, X Yin Technometrics 60 (2), 161-168, 2018 | 11 | 2018 |
Kernel density regression X Chen, X Ma, W Zhou Journal of Statistical Planning and Inference 205, 318-329, 2020 | 8 | 2020 |
Containing acute disease outbreak A Prince, X Chen, KC Lun Methods of Information in Medicine 44 (05), 603-608, 2005 | 8 | 2005 |
MM algorithms for distance covariance based sufficient dimension reduction and sufficient variable selection R Wu, X Chen Computational Statistics & Data Analysis 155, 107089, 2021 | 7 | 2021 |
Principal envelope model J Zhang, X Chen Journal of Statistical Planning and Inference 206, 249-262, 2020 | 7 | 2020 |
On the consistency of coordinate-independent sparse estimation with BIC C Zou, X Chen Journal of Multivariate Analysis 112, 248-255, 2012 | 7 | 2012 |
Some insights into continuum regression and its asymptotic properties X Chen, RD Cook Biometrika 97 (4), 985-989, 2010 | 7 | 2010 |
High-dimensional elliptical sliced inverse regression in non-Gaussian distributions X Chen, J Zhang, W Zhou Journal of Business & Economic Statistics 40 (3), 1204-1215, 2022 | 6 | 2022 |
Connecting continuum regression with sufficient dimension reduction X Chen, LP Zhu Statistics & Probability Letters 98, 44-49, 2015 | 4 | 2015 |
Differentially private sliced inverse regression in the federated paradigm S He, J Zhang, X Chen arXiv preprint arXiv:2306.06324, 2023 | 2 | 2023 |
Fast robust feature screening for ultrahigh-dimensional varying coefficient models X Ma, X Chen, J Zhang Journal of Statistical Computation and Simulation 87 (4), 724-732, 2017 | 2 | 2017 |
Sufficient Dimension Reduction for Classification X Chen, J Wu, Z Yao, J Zhang arXiv preprint arXiv:1812.03775, 2018 | 1 | 2018 |
Adaptive model-free sure independence screening C Wen, S Zhu, X Chen, X Wang Statistics and Its Interface 10 (3), 399-406, 2017 | 1 | 2017 |
Large-scale metric objects filtering for binary classification with application to abnormal brain connectivity detection S He, J Li, X Chen arXiv preprint arXiv:2403.12624, 2024 | | 2024 |
Optimal Sparse Sliced Inverse Regression via Random Projection J Zhang, R Wu, X Chen arXiv preprint arXiv:2305.05141, 2023 | | 2023 |
High-Dimensional Sparse Single-Index Regression Via Hilbert-Schmidt Independence Criterion R Wu, C Deng, X Chen arXiv preprint arXiv:2105.08230, 2021 | | 2021 |