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.

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High Dimensional Covariance Matrix Predictors Platelets Acid Rain Ligands Statistics Testing Quantile Regression Coal Mines Sufficient Imaging Model Barium Leucine Latent Variables Forecasting Optimality Natural Gas Gene Agglomeration Network Model Principal Component Analysis Factors Alternatives

Most Recent Publications

Qi Zhang, Bing Li, Lingzhou Xue, 2024, Journal of Multivariate Analysis

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

Xiufan Yu, Jiawei Yao, Lingzhou Xue, 2024, Journal of Econometrics

Bingyuan Liu, Qi Zhang, Lingzhou Xue, Peter X.K. Song, Jian Kang, 2024, Journal of the American Statistical Association on p. 715-729

Zhong Zheng, Shiqian Ma, Lingzhou Xue, 2024, IRE Transactions on Audio on p. 1081-1093

Xiufan Yu, Danning Li, Lingzhou Xue, 2024, Journal of the American Statistical Association on p. 511-524

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

Qi Zhang, Lingzhou Xue, Bing Li, 2023, Journal of the American Statistical Association

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

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

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

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

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

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

Detecting the effects of coal mining, acid rain, and natural gas extraction in Appalachian basin streams in Pennsylvania (USA) through analysis of barium and sulfate concentrations

Xianzeng Niu, Anna Wendt, Zhenhui Li, Amal Agarwal, Lingzhou Xue, Matthew Gonzales, Susan L. Brantley, 2018, Minerals and the Environment on p. 865-885