High-dimensional Gaussian graphical models on network-linked data

被引：0
|
作者：
Li, Tianxi [1 ]
Qian, Cheng [2 ]
Levina, Elizaveta [3 ]
Zhu, Ji [3 ]
机构：
[1] Li, Tianxi
[2] Qian, Cheng
[3] Levina, Elizaveta
[4] Zhu, Ji
来源：
| 1600年 / Microtome Publishing卷 / 21期
关键词：
80;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [1] High-dimensional Gaussian graphical models on network-linked data
    Li, Tianxi
    Qian, Cheng
    Levina, Elizaveta
    Zhu, Ji
    JOURNAL OF MACHINE LEARNING RESEARCH, 2020, 21
  • [2] PREDICTION MODELS FOR NETWORK-LINKED DATA
    Li, Tianxi
    Levina, Elizaveta
    Zhu, Ji
    ANNALS OF APPLIED STATISTICS, 2019, 13 (01): : 132 - 164
  • [3] High-Dimensional Gaussian Graphical Regression Models with Covariates
    Zhang, Jingfei
    Li, Yi
    JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2023, 118 (543) : 2088 - 2100
  • [4] HIGH-DIMENSIONAL SEMIPARAMETRIC GAUSSIAN COPULA GRAPHICAL MODELS
    Liu, Han
    Han, Fang
    Yuan, Ming
    Lafferty, John
    Wasserman, Larry
    ANNALS OF STATISTICS, 2012, 40 (04): : 2293 - 2326
  • [5] Uniform inference in high-dimensional Gaussian graphical models
    Klaassen, S.
    Kueck, J.
    Spindler, M.
    Chernozhukov, V
    BIOMETRIKA, 2023, 110 (01) : 51 - 68
  • [6] High-dimensional Covariance Estimation Based On Gaussian Graphical Models
    Zhou, Shuheng
    Ruetimann, Philipp
    Xu, Min
    Buehlmann, Peter
    JOURNAL OF MACHINE LEARNING RESEARCH, 2011, 12 : 2975 - 3026
  • [7] Quantifying Nonlocal Informativeness in High-Dimensional, Loopy Gaussian Graphical Models
    Levine, Daniel
    How, Jonathan P.
    UNCERTAINTY IN ARTIFICIAL INTELLIGENCE, 2014, : 487 - 495
  • [8] High-dimensional rank-based graphical models for non-Gaussian functional data
    Solea, Eftychia
    Al Hajj, Rayan
    STATISTICS, 2023, : 388 - 422
  • [9] Fast and Separable Estimation in High-Dimensional Tensor Gaussian Graphical Models
    Min, Keqian
    Mai, Qing
    Zhang, Xin
    JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 2022, 31 (01) : 294 - 300
  • [10] Joint estimation of multiple high-dimensional Gaussian copula graphical models
    He, Yong
    Zhang, Xinsheng
    Ji, Jiadong
    Liu, Bin
    AUSTRALIAN & NEW ZEALAND JOURNAL OF STATISTICS, 2017, 59 (03) : 289 - 310
12345