Lingzhou Xue

    • 462 Citations
    • 9 h-Index
    20072020
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    Research Output 2007 2020

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    Article
    2020
    Model-based Clustering
    Exponential Family
    Graph Model
    Random Graphs
    International trade
    2019

    An adaptive multivariate two-sample test with application to microbiome differential abundance analysis

    Banerjee, K., Zhao, N., Srinivasan, A., Xue, L., Hicks, S. D., Middleton, F. A., Wu, R. & Zhan, X., Jan 1 2019, In : Frontiers in Genetics. 10, APR, 350.

    Research output: Contribution to journalArticle

    Open Access
    Microbiota
    Validation Studies
    Software
    Multivariate Analysis
    6 Citations (Scopus)

    An integrin αIIbβ3 intermediate affinity state mediates biomechanical platelet aggregation

    Chen, Y., Ju, L. A., Zhou, F., Liao, J., Xue, L., Su, Q. P., Jin, D., Yuan, Y., Lu, H., Jackson, S. P. & Zhu, C., Jul 1 2019, In : Nature Materials. 18, 7, p. 760-769 10 p.

    Research output: Contribution to journalArticle

    Platelets
    platelets
    Integrins
    affinity
    Agglomeration
    2 Citations (Scopus)

    Assessing changes in groundwater chemistry in landscapes with more than 100 years of oil and gas development

    Wen, T., Agarwal, A., Xue, L., Chen, A., Herman, A., Li, Z. & Brantley, S. L., Feb 2019, In : Environmental Science: Processes and Impacts. 21, 2, p. 384-396 13 p.

    Research output: Contribution to journalArticle

    Natural Gas
    Groundwater
    Oils
    Oil and Gas Fields
    Gases
    1 Citation (Scopus)

    Model-Based Clustering of Nonparametric Weighted Networks With Application to Water Pollution Analysis

    Agarwal, A. & Xue, L., Jan 1 2019, In : Technometrics.

    Research output: Contribution to journalArticle

    Water Pollution
    Model-based Clustering
    Weighted Networks
    Water pollution
    Network Model
    2018
    1 Citation (Scopus)

    Applications of Peter Hall's martingale limit theory to estimating and testing high dimensional covariance matrices

    Li, D., Xue, L. & Zou, H., Oct 2018, In : Statistica Sinica. 28, 4, p. 2657-2670 14 p.

    Research output: Contribution to journalArticle

    Martingale
    Covariance matrix
    High-dimensional
    Testing
    Martingale Central Limit Theorem
    9 Citations (Scopus)

    A Selective Overview of Sparse Principal Component Analysis

    Zou, H. & Xue, L., Aug 1 2018, In : Proceedings of the IEEE. 106, 8, p. 1311-1320 10 p., 8412518.

    Research output: Contribution to journalArticle

    Principal component analysis
    Feature extraction
    6 Citations (Scopus)

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

    Zhan, X., Xue, L., Zheng, H., Plantinga, A., Wu, M. C., Schaid, D. J., Zhao, N. & Chen, J., Dec 1 2018, In : Genetic Epidemiology. 42, 8, p. 772-782 11 p.

    Research output: Contribution to journalArticle

    Microbiota
    Twin Studies
    Pedigree
    Sample Size
    Longitudinal Studies
    1 Citation (Scopus)

    Condition-adaptive fused graphical lasso (CFGL): An adaptive procedure for inferring condition-specific gene co-expression network

    Lyu, Y., Xue, L., Zhang, F., Koch, H., Saba, L., Kechris, K. & Li, Q., Sep 2018, In : PLoS computational biology. 14, 9, e1006436.

    Research output: Contribution to journalArticle

    Adaptive Procedure
    Lasso
    Genes
    Gene
    cancer
    9 Citations (Scopus)
    Acid Rain
    Barium Sulfate
    Acid rain
    acid rain
    barium
    2 Citations (Scopus)

    Nonparametric Finite Mixture of Gaussian Graphical Models

    Lee, K. H. & Xue, L., Oct 2 2018, In : Technometrics. 60, 4, p. 511-521 11 p.

    Research output: Contribution to journalArticle

    Finite Mixture
    Gaussian Model
    Graphical Models
    Estimate
    Label Switching
    2017
    10 Citations (Scopus)

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

    Lin, N., Jing, R., Wang, Y., Yonekura, E., Fan, J. & Xue, L., Jul 1 2017, In : Monthly Weather Review. 145, 7, p. 2813-2831 19 p.

    Research output: Contribution to journalArticle

    tropical cyclone
    ventilation
    inner core
    zonal wind
    modeling
    4 Citations (Scopus)

    Sufficient forecasting using factor models

    Fan, J., Xue, L. & Yao, J., Dec 2017, In : Journal of Econometrics. 201, 2, p. 292-306 15 p.

    Research output: Contribution to journalArticle

    Factors
    Predictors
    Principal component analysis
    Forecasting method
    Asymptotic properties
    2016
    28 Citations (Scopus)

    Cooperative unfolding of distinctive mechanoreceptor domains transduces force into signals

    Ju, L., Chen, Y., Xue, L., Du, X. & Zhu, C., Jul 19 2016, In : eLife. 5, JULY, e15447.

    Research output: Contribution to journalArticle

    Mechanoreceptors
    Platelet Glycoprotein GPIb-IX Complex
    Leucine
    Platelets
    Mechanical Phenomena
    8 Citations (Scopus)

    Multitask Quantile Regression Under the Transnormal Model

    Fan, J., Xue, L. & Zou, H., Oct 1 2016, In : Journal of the American Statistical Association. 111, 516, p. 1726-1735 10 p.

    Research output: Contribution to journalArticle

    Quantile Regression
    Regularization
    High-dimensional
    Method of multipliers
    Cholesky Decomposition
    2014
    4 Citations (Scopus)

    Optimal estimation of sparse correlation matrices of semiparametric Gaussian copulas

    Xue, L. & Zou, H., 2014, In : Statistics and its Interface. 7, 2, p. 201-209 9 p.

    Research output: Contribution to journalArticle

    Optimal Estimation
    Correlation Matrix
    Copula
    Sparse matrix
    Thresholding
    8 Citations (Scopus)

    Rank-based tapering estimation of bandable correlation matrices

    Xue, L. & Zou, H., Jan 1 2014, In : Statistica Sinica. 24, 1, p. 83-100 18 p.

    Research output: Contribution to journalArticle

    Tapering
    Correlation Matrix
    Estimator
    Subordinate or operator matrix norm
    Monotone
    97 Citations (Scopus)

    Strong oracle optimality of folded concave penalized estimation

    Fan, J., Xue, L. & Zou, H., Jun 2014, In : Annals of Statistics. 42, 3, p. 819-849 31 p.

    Research output: Contribution to journalArticle

    Optimality
    Local Approximation
    Linear Approximation
    Oracle Property
    Estimator
    2013
    5 Citations (Scopus)

    Minimax optimal estimation of general bandable covariance matrices

    Xue, L. & Zou, H., Apr 1 2013, In : Journal of Multivariate Analysis. 116, p. 45-51 7 p.

    Research output: Contribution to journalArticle

    Minimax Estimation
    Optimal Estimation
    Covariance matrix
    Minimax
    Decay
    2012
    29 Citations (Scopus)

    Nonconcave penalized composite conditional likelihood estimation of sparse ising models

    Xue, L., Zou, H. & Cai, T., Jun 1 2012, In : Annals of Statistics. 40, 3, p. 1403-1429 27 p.

    Research output: Contribution to journalArticle

    Composite Likelihood
    Conditional Likelihood
    Ising Model
    Penalized Likelihood
    High-dimensional
    66 Citations (Scopus)

    Positive-definite l1-penalized estimation of large covariance matrices

    Xue, L., Ma, S. & Zou, H., Dec 1 2012, In : Journal of the American Statistical Association. 107, 500, p. 1480-1491 12 p.

    Research output: Contribution to journalArticle

    Positive definite
    Covariance matrix
    Thresholding
    Estimator
    Alternating Direction Method
    89 Citations (Scopus)

    Regularized rank-based estimation of high-dimensional nonparanormal graphical models

    Xue, L. & Zou, H., Oct 1 2012, In : Annals of Statistics. 40, 5, p. 2541-2571 31 p.

    Research output: Contribution to journalArticle

    Graphical Models
    High-dimensional
    Lasso
    Selector
    Joint Distribution
    2011
    11 Citations (Scopus)

    Sure independence screening and compressed random sensing

    Xue, L. & Zou, H., Jun 1 2011, In : Biometrika. 98, 2, p. 371-380 10 p.

    Research output: Contribution to journalArticle

    Screening
    Sensing
    Recovery
    screening
    Compressed sensing