Lingzhou Xue
Associate Professor of Statistics
-
318 Thomas
University Park, PA - lxx6@psu.edu
- 814-865-1290
Research Summary
High-dimensional statistics, statistical learning, optimization, econometrics, and statistical applications in biological science, environmental science, and social science.
Huck Affiliations
Links
Publication Tags
Estimator Covariance Matrix Screening Platelets Natural Gas Water Quality Graphical Models Shale Gas Optimality High Dimensional Gases Oils Acid Rain Groundwater Genes Ligands Graph Model Exponential Family Random Graphs Coal Mines Correlation Matrix Barium Neoplasms Martingale MicrobiotaMost Recent Papers
Model-based clustering of time-evolving networks through temporal exponential-family random graph models
Kevin H. Lee, Lingzhou Xue, David R. Hunter, 2020, Journal of Multivariate Analysis
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
Assessing changes in groundwater chemistry in landscapes with more than 100 years of oil and gas development
Tao Wen, Amal Agarwal, Lingzhou Xue, Alex Chen, Alison Herman, Zhenhui Li, Susan L. Brantley, 2019, Environmental Science: Processes and Impacts on p. 384-396
Model-Based Clustering of Nonparametric Weighted Networks With Application to Water Pollution Analysis
Amal Agarwal, Lingzhou Xue, 2019, Technometrics
An adaptive multivariate two-sample test with application to microbiome differential abundance analysis
Kalins Banerjee, Ni Zhao, Arun Srinivasan, Lingzhou Xue, Steven D. Hicks, Frank A. Middleton, Rongling Wu, Xiang Zhan, 2019, Frontiers in Genetics
Using a hidden Markov model to measure earnings quality
Kai Du, Steven Huddart, Lingzhou Xue, Yifan Zhang, 2019, Journal of Accounting and Economics
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
Nonparametric finite mixture of Gaussian graphical models
Kevin H. Lee, Lingzhou Xue, 2018, Technometrics on p. 511-521
Applications of Peter Hall's martingale limit theory to estimating and testing high dimensional covariance matrices
Danning Li, Lingzhou Xue, Hui Zou, 2018, Statistica Sinica on p. 2657-2670
Condition-adaptive fused graphical lasso (CFGL)
Yafei Lyu, Lingzhou Xue, Feipeng Zhang, Hillary Koch, Laura Saba, Katerina Kechris, Qunhua Li, 2018, PLoS computational biology
Most-Cited Papers
Strong oracle optimality of folded concave penalized estimation
Jianqing Fan, Lingzhou Xue, Hui Zou, 2014, Annals of Statistics on p. 819-849
Regularized rank-based estimation of high-dimensional nonparanormal graphical models
Lingzhou Xue, Hui Zou, 2012, Annals of Statistics on p. 2541-2571
Positive-definite l<sub>1</sub>-penalized estimation of large covariance matrices
Lingzhou Xue, Shiqian Ma, Hui Zou, 2012, Journal of the American Statistical Association on p. 1480-1491
Nonconcave penalized composite conditional likelihood estimation of sparse ising models
Lingzhou Xue, Hui Zou, Tianxi Cai, 2012, Annals of Statistics on p. 1403-1429
Cooperative unfolding of distinctive mechanoreceptor domains transduces force into signals
Lining Ju, Yunfeng Chen, Lingzhou Xue, Xiaoping Du, Cheng Zhu, 2016, eLife
Sure independence screening and compressed random sensing
Lingzhou Xue, Hui Zou, 2011, Biometrika on p. 371-380
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 Selective Overview of Sparse Principal Component Analysis
Hui Zou, Lingzhou Xue, 2018, Proceedings of the IEEE on p. 1311-1320
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 Scott Gonzales, Susan Louise Brantley, 2018, Environmental Geochemistry and Health on p. 865-885
Rank-based tapering estimation of bandable correlation matrices
Lingzhou Xue, Hui Zou, 2014, Statistica Sinica on p. 83-100