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Journal of the American Statistical Association|February 11, 2025
Dimension Reduction for Fréchet RegressionQi Zhang, Lingzhou Xue, Bing LiJournal of Multivariate Analysis|March 25, 2024
Nonlinear sufficient dimension reduction for distribution-on-distribution regressionQi Zhang, Bing Li, Lingzhou XueAnnals of Statistics|September 5, 2025
NONLINEAR GLOBAL FRÉCHET REGRESSION FOR RANDOM OBJECTS VIA WEAK CONDITIONAL EXPECTATIONSatarupa Bhattacharjee, Bing Li, Lingzhou XueJournal of the American Statistical Association|May 31, 2024
Robust High-Dimensional Regression with Coefficient Thresholding and its Application to Imaging Data AnalysisBingyuan Liu, Qi Zhang, Lingzhou Xue, et al.Technometrics : a Journal of Statistics for the Physical, Chemical, and Engineering Sciences|March 15, 2021
Model-Based Clustering of Nonparametric Weighted Networks with Application to Water Pollution AnalysisAmal Agarwal, Lingzhou XueJournal of Nonparametric Statistics|August 18, 2025
Sparse kernel sufficient dimension reductionBingyuan Liu, Lingzhou XueJournal of the American Statistical Association|November 4, 2017
Multitask Quantile Regression under the Transnormal ModelJianqing Fan, Lingzhou Xue, Hui ZouBiometrics|July 20, 2020
Compositional knockoff filter for high-dimensional regression analysis of microbiome dataArun Srinivasan, Lingzhou Xue, Xiang ZhanNeural Computation|April 24, 2013
Alternating direction methods for latent variable gaussian graphical model selectionShiqian Ma, Lingzhou Xue, Hui ZouAnnals of Statistics|January 20, 2015
STRONG ORACLE OPTIMALITY OF FOLDED CONCAVE PENALIZED ESTIMATIONJianqing Fan, Lingzhou Xue, Hui ZouPageof 1,795