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

Links

Most Recent Publications

Power-enhanced two-sample mean tests for high-dimensional microbiome compositional data

Danning Li, Lingzhou Xue, Haoyi Yang, Xiufan Yu, 2025, Biometrics

A unified combination framework for dependent tests with applications to microbiome association studies

Xiufan Yu, Linjun Zhang, Arun Srinivasan, Min Ge Xie, Lingzhou Xue, 2025, Biometrics

NONLINEAR GLOBAL FRÉCHET REGRESSION FOR RANDOM OBJECTS VIA WEAK CONDITIONAL EXPECTATION

Satarupa Bhattacharjee, Bing Li, Lingzhou Xue, 2025, Annals of Statistics on p. 117-143

A LATENT VARIABLE MIXTURE MODEL FOR COMPOSITION-ON-COMPOSITION REGRESSION WITH APPLICATION TO CHEMICAL RECYCLING

Nicholas Rios, Lingzhou Xue, Xiang Zhan, 2024, Annals of Applied Statistics on p. 3253-3273

Multi-parametric thrombus profiling microfluidics detects intensified biomechanical thrombogenesis associated with hypertension and aging

Misbahud Din, Souvik Paul, Sana Ullah, Haoyi Yang, Rong Guang Xu, Nurul Aisha Zainal Abidin, Allan Sun, Yiyao Catherine Chen, Rui Gao, Bari Chowdhury, Fangyuan Zhou, Stephenie Rogers, Mariel Miller, Atreyee Biswas, Liang Hu, Zhichao Fan, Christopher Zahner, Jing Fan, Zi Chen, Megan Berman, Lingzhou Xue, Lining Arnold Ju, Yunfeng Chen, 2024, Nature Communications

Wastewaters Coproduced with Shale Gas Drive Slight Regional Salinization of Groundwater

Samuel W. Shaheen, Tao Wen, Zhong Zheng, Lingzhou Xue, Jennifer Baka, Susan L. Brantley, 2024, Environmental Science & Technology on p. 17862-17873

Nonlinear sufficient dimension reduction for distribution-on-distribution regression

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

FEDERATED Q-LEARNING: LINEAR REGRET SPEEDUP WITH LOW COMMUNICATION COST

Zhong Zheng, Fengyu Gao, Lingzhou Xue, Jing Yang, 2024,

Fisher’s Combined Probability Test for High-Dimensional Covariance Matrices

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

Most-Cited Papers

A Selective Overview of Sparse Principal Component Analysis

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

An integrin α<sub>IIb</sub>β<sub>3</sub> intermediate affinity state mediates biomechanical platelet aggregation

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

A review of dynamic network models with latent variables

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

Cooperative unfolding of distinctive mechanoreceptor domains transduces force into signals

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

Sufficient forecasting using factor models

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

Multitask Quantile Regression Under the Transnormal Model

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

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

Compositional knockoff filter for high-dimensional regression analysis of microbiome data

Arun Srinivasan, Lingzhou Xue, Xiang Zhan, 2021, Biometrics on p. 984-995