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xin zhang
xin zhang
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Parsimonious tensor response regression
L Li, X Zhang
Journal of the American Statistical Association 112 (519), 1131-1146, 2017
1952017
Foundations for envelope models and methods
RD Cook, X Zhang
Journal of the American Statistical Association 110 (510), 599-611, 2015
982015
Fused estimators of the central subspace in sufficient dimension reduction
RD Cook, X Zhang
Journal of the American Statistical Association 109 (506), 815-827, 2014
652014
Simultaneous envelopes for multivariate linear regression
RD Cook, X Zhang
Technometrics 57 (1), 11-25, 2015
592015
Tensor Envelope Partial Least-Squares Regression
X Zhang, L Li
Technometrics 59 (4), 426-436, 2017
582017
Covariate-Adjusted Tensor Classification in High Dimensions
Y Pan, Q Mai, X Zhang
Journal of the American statistical association 114 (527), 1305-1319, 2019
562019
Algorithms for envelope estimation
RD Cook, X Zhang
Journal of Computational and Graphical Statistics 25 (1), 284-300, 2016
532016
An Iterative Penalized Least Squares Approach to Sparse Canonical Correlation Analysis
Q Mai, X Zhang
Biometrics, 2019
422019
Envelopes and reduced-rank regression
RD Cook, L Forzani, X Zhang
Biometrika 102 (2), 439-456, 2015
412015
A Doubly-Enhanced EM Algorithm for Model-Based Tensor Clustering
Q Mai, X Zhang, Y Pan, K Deng
Journal of the American Statistical Association, 1-44, 2021
312021
Fast envelope algorithms
RD Cook, X Zhang
Statistica Sinica 28 (3), 1179-1197, 2018
292018
Model-free envelope dimension selection
X Zhang, Q Mai
Electronic Journal of Statistics 12 (2), 2193-2216, 2018
232018
Efficient integration of sufficient dimension reduction and prediction in discriminant analysis
X Zhang, Q Mai
Technometrics, 2018
202018
Functional envelope for model-free sufficient dimension reduction
X Zhang, C Wang, Y Wu
Journal of Multivariate Analysis 163, 37-50, 2018
172018
Common Reducing Subspace Model and Network Alternation Analysis
W Wang, X Zhang, L Li
Biometrics, 2019
152019
Subspace estimation with automatic dimension and variable selection in sufficient dimension reduction
J Zeng, Q Mai, X Zhang
Journal of the American Statistical Association 119 (545), 343-355, 2024
112024
Fast and Separable Estimation in High-dimensional Tensor Gaussian Graphical Models
K Min, Q Mai, X Zhang
Journal of Computational and Graphical Statistics, 1-16, 2021
102021
The Maximum Separation Subspace in Sufficient Dimension Reduction with Categorical Response
X Zhang, Q Mai, H Zou
Journal of Machine Learning Research, 2020
82020
Tulip: A toolbox for linear discriminant analysis with penalties
Y Pan, Q Mai, X Zhang
arXiv preprint arXiv:1904.03469, 2019
62019
orthoDr: Semiparametric dimension reduction via orthogonality constrained optimization
R Zhu, J Zhang, R Zhao, P Xu, W Zhou, X Zhang
arXiv preprint arXiv:1811.11733, 2018
62018
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