Lingzhou Xue

Associate Professor of Statistics

Lingzhou Xue

Research Summary

High-dimensional statistics, statistical learning, optimization, econometrics, and statistical applications in biological science, environmental science, and social science.

Huck Affiliations

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Publication Tags

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Covariance Matrix High Dimensional Platelets Predictors Graphical Models Sufficient Forecasting Model Performance Factors Ligands Statistics Simulation Study Testing Quantile Regression Data Analysis Network Model Estimator Covariance Matrix Estimation Nonparametric Estimation Latent Variables Graph Model Leucine Exponential Family Conditional Independence

Most Recent Publications

Wei Luo, Lingzhou Xue, Jiawei Yao, Xiufan Yu, 2022, Biometrika on p. 473-487

Bingyuan Liu, Christopher Malon, Lingzhou Xue, Erik Kruus, 2022, Image and Vision Computing on p. 104469

Kevin Lee, Qian Chen, W Desarbo, Lingzhou Xue, 2022, Psychometrika on p. 83--106

Model-based clustering of semiparametric temporal exponential-family random graph models

Kevin H. Lee, Amal Agarwal, Anna Y. Zhang, Lingzhou Xue, 2022, Stat on p. e459

Bokun Wang, Shiqian Ma, Lingzhou Xue, 2022, Journal of Machine Learning Research

Xiufan Yu, Jiawei Yao, Lingzhou Xue, 2022, Journal of Business and Economic Statistics on p. 342-354

Xiufan Yu, Danning Li, Lingzhou Xue, 2022, Journal of the American Statistical Association

Xiufan Yu, D Li, Lingzhou Xue, Runze Li, 2022, Journal of the American Statistical Association

D Li, Arun Srinivasan, Qian Chen, Lingzhou Xue, 2022, Journal of Business and Economic Statistics on p. 1--11

Jun Tao, Bing Li, Lingzhou Xue, 2022, Journal of the American Statistical Association

Most-Cited Papers

Jianqing Fan, Lingzhou Xue, Hui Zou, 2014, Annals of Statistics on p. 819-849

Yunfeng Chen, Lining Arnold Ju, Fangyuan Zhou, Jiexi Liao, Lingzhou Xue, Qian Peter Su, Dayong Jin, Yuping Yuan, Hang Lu, Shaun P. Jackson, Cheng Zhu, 2019, Nature Materials on p. 760-769

Hui Zou, Lingzhou Xue, 2018, Proceedings of the Institute of Radio Engineers on p. 1311-1320

B Kim, K Lee, Lingzhou Xue, Xiaoyue Niu, 2018, Statistics Surveys on p. 105–135

Shiqian Ma, Lingzhou Xue, Hui Zou, 2013, Neural Computation on p. 2172-2198

Lining Ju, Yunfeng Chen, Lingzhou Xue, Xiaoping Du, Cheng Zhu, 2016, eLife

Jianqing Fan, Lingzhou Xue, Jiawei Yao, 2017, Journal of Econometrics on p. 292-306

A statistical investigation of the dependence of tropical cyclone intensity change on the surrounding environment

Ning Lin, Renzhi Jing, Yuyan Wang, Emmi Yonekura, Jianqing Fan, Lingzhou Xue, 2017, Monthly Weather Review on p. 2813-2831

A small-sample kernel association test for correlated data with application to microbiome association studies

Xiang Zhan, Lingzhou Xue, Haotian Zheng, Anna Plantinga, Michael C. Wu, Daniel J. Schaid, Ni Zhao, Jun Chen, 2018, Genetic Epidemiology on p. 772-782

Jianqing Fan, Lingzhou Xue, Hui Zou, 2016, Journal of the American Statistical Association on p. 1726-1735