Causal Inference for Observational Studies

被引:2
|
作者
Kaplan, David [1 ]
机构
[1] Case Western Reserve Univ, Cleveland, OH 44106 USA
来源
JOURNAL OF INFECTIOUS DISEASES | 2019年 / 219卷 / 01期
关键词
D O I
10.1093/infdis/jiy392
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
引用
收藏
页码:1 / 2
页数:2
相关论文
共 50 条
  • [31] Causal Inference From Observational Data: It Is Complicated
    Shpitser, Ilya
    Kudchadkar, Sapna R.
    Fackler, James
    PEDIATRIC CRITICAL CARE MEDICINE, 2021, 22 (12) : 1093 - 1096
  • [32] Federated causal inference in heterogeneous observational data
    Xiong, Ruoxuan
    Koenecke, Allison
    Powell, Michael
    Shen, Zhu
    Vogelstein, Joshua T.
    Athey, Susan
    STATISTICS IN MEDICINE, 2023, 42 (24) : 4418 - 4439
  • [33] Mendelian randomisation and causal inference in observational epidemiology
    Sheehan, Nuala A.
    Didelez, Vanessa
    Burton, Paul R.
    Tobin, Martin D.
    PLOS MEDICINE, 2008, 5 (08) : 1205 - 1210
  • [34] PANEL STUDIES AND CAUSAL INFERENCE
    BIDDLE, BJ
    SLAVINGS, RL
    ANDERSON, DS
    JOURNAL OF APPLIED BEHAVIORAL SCIENCE, 1985, 21 (01): : 79 - 93
  • [35] CAUSAL INFERENCE AND ASTON STUDIES
    PUGH, DS
    HICKSON, DJ
    ADMINISTRATIVE SCIENCE QUARTERLY, 1972, 17 (02) : 273 - 276
  • [36] CAUSAL INFERENCE IN RETROSPECTIVE STUDIES
    HOLLAND, PW
    RUBIN, DB
    EVALUATION REVIEW, 1988, 12 (03) : 203 - 231
  • [37] Causal inference from observational data in neurosurgical studies: a mini-review and tutorial
    Liu, Mingxuan
    Wang, Xinru
    Lee, Jin Wee
    Chakraborty, Bibhas
    Liu, Nan
    Volovici, Victor
    ACTA NEUROCHIRURGICA, 2025, 167 (01)
  • [38] Instrumental variables and inverse probability weighting for causal inference from longitudinal observational studies
    Hogan, JW
    Lancaster, T
    STATISTICAL METHODS IN MEDICAL RESEARCH, 2004, 13 (01) : 17 - 48
  • [39] A Causal Dirichlet Mixture Model for Causal Inference from Observational Data
    Lin, Adi
    Lu, Jie
    Xuan, Junyu
    Zhu, Fujin
    Zhang, Guangquan
    ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2020, 11 (03)
  • [40] Applying the structural causal model framework for observational causal inference in ecology
    Arif, Suchinta
    MacNeil, M. Aaron
    ECOLOGICAL MONOGRAPHS, 2023, 93 (01)