Lingzhou Xue

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


Publication Tags

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Platelets High Dimensional Predictors Sufficient Forecasting Covariance Matrix Model Factors Ligands Performance Quantile Regression Simulation Study Data Analysis Network Model Testing Covariance Matrix Estimation Random Graphs Latent Variables Leucine Gene Graph Model Exponential Family Nonparametric Estimation Agglomeration Optimality

Most Recent Publications

Danning Li, Arun Srinivasan, Lingzhou Xue, Xiang Zhan, 2023, Statistica Sinica on p. 1577-1602

Power enhancement for testing multi-factor asset pricing models via Fisher's method

Xiufan Yu, Jiawei Yao, Lingzhou Xue, 2023, Journal of Econometrics

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

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

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

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

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

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

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

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 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

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