A CAUSAL INFERENCE PERSPECTIVE ON COMPOSITIONAL DATA AND COLLIDER 'BIAS'

被引:0
|
作者
Arnold, K. F. [1 ,2 ]
Berrie, L. [1 ,2 ]
Tennant, P. W. G. [1 ,2 ,3 ]
Gilthorpe, M. S. [1 ,2 ,3 ]
机构
[1] Univ Leeds, Leeds Inst Data Analyt, Leeds, W Yorkshire, England
[2] Univ Leeds, Sch Med, Leeds, W Yorkshire, England
[3] Alan Turing Inst, London, England
关键词
D O I
10.1136/jech-2019-SSMabstracts.81
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
OP78
引用
收藏
页码:A38 / A39
页数:2
相关论文
共 50 条
  • [31] Estimands in heath technology assessment: a causal inference perspective
    Van Lancker, Kelly
    Tat-Thang Vo
    Akacha, Mouna
    [J]. STATISTICS IN MEDICINE, 2022, 41 (28) : 5577 - 5585
  • [32] Measurement, selection, and visualization of association rules: A compositional data perspective A Compositional Data perspective on Association Rules
    Vives-Mestres, Marina
    Kenett, Ron S.
    Thio-Henestrosa, Santiago
    Martin-Fernandez, Josep Antoni
    [J]. QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, 2022, 38 (03) : 1327 - 1339
  • [33] Causal inference with observational data in addiction research
    Chan, Gary C. K.
    Lim, Carmen
    Sun, Tianze
    Stjepanovic, Daniel
    Connor, Jason
    Hall, Wayne
    Leung, Janni
    [J]. ADDICTION, 2022, 117 (10) : 2736 - 2744
  • [34] Federated causal inference in heterogeneous observational data
    Xiong, Ruoxuan
    Koenecke, Allison
    Powell, Michael
    Shen, Zhu
    Vogelstein, Joshua T.
    Athey, Susan
    [J]. STATISTICS IN MEDICINE, 2023, 42 (24) : 4418 - 4439
  • [35] Drawing causal inference from Big Data
    Shiffrin, Richard M.
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2016, 113 (27) : 7308 - 7309
  • [36] CAUSAL INFERENCE FROM MESSY DATA - COMMENT
    DAWID, AP
    [J]. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1984, 79 (385) : 22 - 24
  • [37] Causal direction inference for air pollutants data
    Zhang, Yulai
    Cen, Yuefeng
    Luo, Guiming
    [J]. COMPUTERS & ELECTRICAL ENGINEERING, 2018, 68 : 404 - 411
  • [38] Bayesian nonparametric for causal inference and missing data
    Chen, Li-Pang
    [J]. BIOMETRICS, 2024, 80 (01)
  • [39] Causal inference on neuroimaging data with Mendelian randomisation
    Taschler, Bernd
    Smith, Stephen M.
    Nichols, Thomas E.
    [J]. NEUROIMAGE, 2022, 258
  • [40] Causal inference in longitudinal data with applications in demography
    Ghilagaber, G
    [J]. CONTROLLED CLINICAL TRIALS, 2003, 24 : 63S - 64S