Estimation of total mediation effect for high-dimensional omics mediators

被引：0
|
作者：
Tianzhong Yang
Jingbo Niu
Han Chen
Peng Wei
机构：
[1] The University of Texas MD Anderson Cancer Center,Department of Biostatistics
[2] The University of Texas Health Science Center at Houston,Department of Biostatistics and Data Science, School of Public Health
[3] University of Minnesota,Division of Biostatistics
[4] Baylor College of Medicine,Section of Nephrology
[5] The University of Texas Health Science Center at Houston,Human Genetics Center, Department of Epidemiology, Human Genetics and Environmental Sciences, School of Public Health
[6] The University of Texas Health Science Center at Houston,Center for Precision Health, School of Public Health and School of Biomedical Informatics
来源：
BMC Bioinformatics | / 22卷
关键词：
Aging; High-dimensional mediators; Iterative sure independence screening; Mediation analysis; -based effect;
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] Estimation of total mediation effect for high-dimensional omics mediators
    Yang, Tianzhong
    Niu, Jingbo
    Chen, Han
    Wei, Peng
    [J]. BMC BIOINFORMATICS, 2021, 22 (01)
  • [2] MASH: MEDIATION ANALYSIS OF SURVIVAL OUTCOME AND HIGH-DIMENSIONAL OMICS MEDIATORS WITH APPLICATION TO COMPLEX DISEASES
    Chi, Sunyi
    Flowers, Christopher r.
    Li, Ziyi
    Huang, Xuelin
    Wei, Peng
    [J]. ANNALS OF APPLIED STATISTICS, 2024, 18 (02): : 1360 - 1377
  • [3] Hypothesis test of mediation effect in causal mediation model with high-dimensional continuous mediators
    Huang, Yen-Tsung
    Pan, Wen-Chi
    [J]. BIOMETRICS, 2016, 72 (02) : 402 - 413
  • [4] 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
  • [5] Hierarchical Bayesian Modeling of Mediation by High-Dimensional Omics Data
    Thomas, Duncan
    [J]. GENETIC EPIDEMIOLOGY, 2016, 40 (07) : 619 - 619
  • [6] Estimation and inference for the indirect effect in high-dimensional linear mediation models
    Zhou, Ruixuan Rachel
    Wang, Liewei
    Zhao, Sihai Dave
    [J]. BIOMETRIKA, 2020, 107 (03) : 573 - 589
  • [7] Causal Mediation Tree Model for Feature Identification on High-Dimensional Mediators
    Li, Yao
    Xu, Wei
    [J]. STATISTICS IN BIOSCIENCES, 2023,
  • [8] Estimations and Tests for Generalized Mediation Models with High-Dimensional Potential Mediators
    Guo, Xu
    Li, Runze
    Liu, Jingyuan
    Zeng, Mudong
    [J]. JOURNAL OF BUSINESS & ECONOMIC STATISTICS, 2024, 42 (01) : 243 - 256
  • [9] Utilizing latent connectivity among mediators in high-dimensional mediation analysis
    Hu, Jia Yuan
    DeSimone, Marley
    Wang, Qing
    [J]. STAT, 2024, 13 (02):
  • [10] Global test for high-dimensional mediation: Testing groups of potential mediators
    Djordjilovic, Vera
    Page, Christian M.
    Gran, Jon Michael
    Nost, Therese H.
    Sandanger, Torkjel M.
    Veierod, Marit B.
    Thoresen, Magne
    [J]. STATISTICS IN MEDICINE, 2019, 38 (18) : 3346 - 3360
12345