Hierarchical Bayesian Modeling of Mediation by High-Dimensional Omics Data

被引:0
|
作者
Thomas, Duncan [1 ]
机构
[1] Univ Southern Calif, Los Angeles, CA USA
关键词
D O I
暂无
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
30
引用
收藏
页码:619 / 619
页数:1
相关论文
共 50 条
  • [1] Sparse Bayesian hierarchical modeling of high-dimensional clustering problems
    Lian, Heng
    [J]. JOURNAL OF MULTIVARIATE ANALYSIS, 2010, 101 (07) : 1728 - 1737
  • [2] Bayesian hierarchical models for high-dimensional mediation analysis with coordinated selection of correlated mediators
    Song, Yanyi
    Zhou, Xiang
    Kang, Jian
    Aung, Max T.
    Zhang, Min
    Zhao, Wei
    Needham, Belinda L.
    Kardia, Sharon L. R.
    Liu, Yongmei
    Meeker, John D.
    Smith, Jennifer A.
    Mukherjee, Bhramar
    [J]. STATISTICS IN MEDICINE, 2021, 40 (27) : 6038 - 6056
  • [3] Estimation of total mediation effect for high-dimensional omics mediators
    Tianzhong Yang
    Jingbo Niu
    Han Chen
    Peng Wei
    [J]. BMC Bioinformatics, 22
  • [4] Estimation of total mediation effect for high-dimensional omics mediators
    Yang, Tianzhong
    Niu, Jingbo
    Chen, Han
    Wei, Peng
    [J]. BMC BIOINFORMATICS, 2021, 22 (01)
  • [5] A Bayesian high-dimensional mediation analysis for multilevel genome-wide epigenetic data
    Qiao, Xi
    Ngo, Duy
    Straight, Bilinda
    Needham, Belinda L.
    Hilton, Charles E.
    Naugle, Amy
    [J]. JOURNAL OF APPLIED STATISTICS, 2024,
  • [6] Modeling High-Dimensional Data
    Vempala, Santosh S.
    [J]. COMMUNICATIONS OF THE ACM, 2012, 55 (02) : 112 - 112
  • [7] A novel non-negative Bayesian stacking modeling method for Cancer survival prediction using high-dimensional omics data
    Shen, Junjie
    Wang, Shuo
    Sun, Hao
    Huang, Jie
    Bai, Lu
    Wang, Xichao
    Dong, Yongfei
    Tang, Zaixiang
    [J]. BMC MEDICAL RESEARCH METHODOLOGY, 2024, 24 (01)
  • [8] High-dimensional multivariate mediation with application to neuroimaging data
    Chen, Oliver Y.
    Crainiceanu, Ciprian
    Ogburn, Elizabeth L.
    Caffo, Brian S.
    Wager, Tor D.
    Lindquist, Martin A.
    [J]. BIOSTATISTICS, 2018, 19 (02) : 121 - 136
  • [9] Mediation analysis for survival data with high-dimensional mediators
    Zhang, Haixiang
    Zheng, Yinan
    Hou, Lifang
    Zheng, Cheng
    Liu, Lei
    [J]. BIOINFORMATICS, 2021, 37 (21) : 3815 - 3821
  • [10] Bayesian shrinkage estimation of high dimensional causal mediation effects in omics studies
    Song, Yanyi
    Zhou, Xiang
    Zhang, Min
    Zhao, Wei
    Liu, Yongmei
    Kardia, Sharon L. R.
    Roux, Ana V. Diez
    Needham, Belinda L.
    Smith, Jennifer A.
    Mukherjee, Bhramar
    [J]. BIOMETRICS, 2020, 76 (03) : 700 - 710