← All authors Lingzhou Xue University of Florida (from arXiv:2606.21840, 2026) · ORCID · OpenAlex
45 papers in scope · 43 published · 2 on the econ.EM arXiv · 1,067 citations · h-index 14 (over the papers listed here)
Related authors The 20 authors closest to this one in our weighted citation graph, most related first.
Bing Li Satarupa Bhattacharjee Wu Xiao Y Huang Zhiheng Zhang Qile Wu Philippe Rigollet William Torous David Van Dijcke Daisuke Kurisu Florian Gunsilius Cheuk Hang Leung Taisuke Otsu Yuta Okamoto Sarah Abraham Clément de Chaisemartin Xavier D’Haultfœuille Pedro H. C. Sant’Anna Liyang Sun Kaspar Wüthrich Proximity is measured over citations between two papers we both hold, weighted by how heavily one leans on the other, and is symmetric — it does not distinguish citing from being cited. Authors without a profile here are skipped, and a genuinely close colleague can be missing simply because their work is not in our arXiv corpus. Method: docs/06-citations-pipeline.md .
Papers (2 of 45)
working paper 2026 · arXiv
A copula graphical model for multi-attribute data using optimal transport
published 2026 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2 citations
with Qi Zhang, Bing Li
Statistical inference for high-dimensional robust linear regression models via recursive online-score estimation
published 2026 · Science China Mathematics · 1 citations · first circulated 2025
with Dian Zheng
High-Dimensional Log Contrast Models with Measurement Errors
published 2025 · Statistica Sinica · first circulated 2024
with Wenxi Tan, Songshan Yang, Xiang Zhan
working paper 2025 · arXiv
Theoretical Guarantees for Sparse Principal Component Analysis Based on the Elastic Net
published 2025 · IEEE Transactions on Information Theory · first circulated 2022
with Haoyi Yang, Teng Zhang
Power-enhanced two-sample mean tests for high-dimensional microbiome compositional data
published 2025 · Biometrics · 2 citations · first circulated 2024
Clustering Time-Evolving Networks Using Temporal Exponential-Family Random Graph Models with Conditional Dyadic Independence and Dynamic Latent Blocks
published 2025 · Journal of Computational and Graphical Statistics
with Amal Agarwal, Kevin H. Lee
Nonlinear global Fréchet regression for random objects via weak conditional expectation
published 2025 · The Annals of Statistics · 3 citations · first circulated 2023
A unified combination framework for dependent tests with applications to microbiome association studies
published 2025 · Biometrics · 2 citations · first circulated 2024
Model-Based Co-Clustering in Customer Targeting Utilizing Large-Scale Online Product Rating Networks
published 2024 · Journal of Business and Economic Statistics · 3 citations
with Qian Chen, Amal Agarwal, Duncan K. H. Fong, Wayne S. DeSarbo
Sparse kernel sufficient dimension reduction
published 2024 · Journal of nonparametric statistics
with Bingyuan Liu
Nonlinear sufficient dimension reduction for distribution-on-distribution regression
published 2024 · Journal of Multivariate Analysis · 7 citations · first circulated 2022
with Qi Zhang, Bing Li
A New Inexact Proximal Linear Algorithm With Adaptive Stopping Criteria for Robust Phase Retrieval
published 2024 · IEEE Transactions on Signal Processing · 3 citations · first circulated 2023
with Zhong Zheng, Shiqian Ma, Necdet Serhat Aybat
Dimension Reduction for Fréchet Regression
published 2023 · Journal of the American Statistical Association · 21 citations · first circulated 2021
with Qi Zhang, Bing Li
Power enhancement for testing multi-factor asset pricing models via Fisher’s method
published 2023 · Journal of Econometrics · 18 citations
Robust High-Dimensional Regression with Coefficient Thresholding and Its Application to Imaging Data Analysis
published 2022 · Journal of the American Statistical Association · 4 citations · first circulated 2021
with Bingyuan Liu, Qi Zhang, Peter X.-K. Song, Jian Kang
Identification of microbial features in multivariate regression under false discovery rate control
published 2022 · Computational Statistics & Data Analysis · 9 citations
with Arun Srinivasan, Xiang Zhan
Fisher’s Combined Probability Test for High-Dimensional Covariance Matrices
published 2022 · Journal of the American Statistical Association · 26 citations · first circulated 2020
An Additive Graphical Model for Discrete Data
published 2022 · Journal of the American Statistical Association · 3 citations · first circulated 2021
with Jun Tao, Bing Li
Robust Covariance Matrix Estimation for High-Dimensional Compositional Data with Application to Sales Data Analysis
published 2022 · Journal of Business and Economic Statistics · 11 citations
with Danning Li, Arun Srinivasan, Qian Chen
Power-Enhanced Simultaneous Test of High-Dimensional Mean Vectors and Covariance Matrices with Application to Gene-Set Testing
published 2022 · Journal of the American Statistical Association · 27 citations · first circulated 2021
Robust Shape Matrix Estimation for High-Dimensional Compositional Data with Application to Microbial Inter-Taxa Analysis
published 2022 · Statistica Sinica · 6 citations
with Danning Li, Arun K. Srinivasan, Xiang Zhan
Model‐based clustering of semiparametric temporal exponential‐family random graph models
published 2022 · Stat · 4 citations
with Kevin H. Lee, Amal Agarwal, Anna Y. Zhang
Estimating Finite Mixtures of Ordinal Graphical Models
published 2021 · Psychometrika · 11 citations
with Kevin H. Lee, Qian Chen, Wayne S. DeSarbo
Inverse moment methods for sufficient forecasting using high-dimensional predictors
published 2021 · Biometrika · 11 citations · first circulated 2016
Statisticians Engage in Gun Violence Research
published 2021 · Statistics and Public Policy · 2 citations
with Greg Ridgeway, James L. Rosenberger
Nonparametric Estimation and Conformal Inference of the Sufficient Forecasting With a Diverging Number of Factors
published 2020 · Journal of Business and Economic Statistics · 13 citations
Compositional knockoff filter for high‐dimensional regression analysis of microbiome data
published 2020 · Biometrics · 35 citations · first circulated 2019
with Arun Srinivasan, Xiang Zhan
Diagonally Dominant Principal Component Analysis
published 2020 · Journal of Computational and Graphical Statistics · 4 citations · first circulated 2019
with Zheng Tracy Ke, Fan Yang
Model-based clustering of time-evolving networks through temporal exponential-family random graph models
published 2019 · Journal of Multivariate Analysis · 4 citations · first circulated 2017
with Kevin H. Lee, David R. Hunter
Model-Based Clustering of Nonparametric Weighted Networks With Application to Water Pollution Analysis
published 2019 · Technometrics · 24 citations · first circulated 2017
with Amal Agarwal
Nonparametric Finite Mixture of Gaussian Graphical Models
published 2017 · Technometrics · 15 citations · first circulated 2015
with Kevin H. Lee, Kevin Lee
Applications of Peter Hall's martingale limit theory to estimating and testing high dimensional covariance matrices
published 2017 · Statistica Sinica · 10 citations
with Danning Li, Hui Zou
Sufficient forecasting using factor models
published 2017 · Journal of Econometrics · 78 citations · first circulated 2014
Multitask Quantile Regression Under the Transnormal Model
published 2015 · Journal of the American Statistical Association · 35 citations
Correction
published 2015 · The Annals of Statistics
Strong oracle optimality of folded concave penalized estimation
published 2014 · The Annals of Statistics · 328 citations
Optimal estimation of sparse correlation matrices of semiparametric Gaussian copulas
published 2014 · Statistics and Its Interface · 10 citations
with Hui Zou
Minimax optimal estimation of general bandable covariance matrices
published 2012 · Journal of Multivariate Analysis · 7 citations
with Hui Zou
Rank-based tapering estimation of bandable correlation matrices
published 2012 · Statistica Sinica · 14 citations
with Hui Zou
Positive-Definite ℓ 1 -Penalized Estimation of Large Covariance Matrices
published 2012 · Journal of the American Statistical Association · 168 citations
with Shiqian Ma, Hui Zou
Discussion of minimax estimation of large covariance matrices under L1-Norm
published 2012 · Statistica Sinica · 3 citations
Sure independence screening and compressed random sensing
published 2011 · Biometrika · 22 citations
with Hui Zou
Empirical Likelihood Semiparametric Regression Analysis for Longitudinal Data
published 2007 · Biometrika · 121 citations
with Lixing Zhu
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