Commentary: The formal approach to quantitative causal inference in epidemiology: misguided or misrepresented?

被引:45
|
作者
Daniel, Rhian M. [1 ,2 ]
De Stavola, Bianca L. [1 ,2 ]
Vansteelandt, Stijn [3 ]
机构
[1] London Sch Hyg & Trop Med, Ctr Stat Methodol, Keppel St, London WC1E 7HT, England
[2] London Sch Hyg & Trop Med, Dept Med Stat, Keppel St, London WC1E 7HT, England
[3] Univ Ghent, Dept Appl Math Comp Sci & Stat, Ghent, Belgium
基金
英国惠康基金;
关键词
MARGINAL STRUCTURAL MODELS; REGRESSION DISCONTINUITY DESIGNS; GENE-ENVIRONMENT INTERACTION; BIRTH-WEIGHT; MEDIATION ANALYSIS; RANDOMIZED-TRIALS; ATTRIBUTABLE MORTALITY; RISK-FACTORS; OBESITY; INTERVENTIONS;
D O I
10.1093/ije/dyw227
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
引用
收藏
页码:1817 / 1829
页数:13
相关论文
共 50 条
  • [21] Is the Smog Lifting? Causal Inference in Environmental Epidemiology
    Flanders, W. Dana
    Garber, Michael D.
    EPIDEMIOLOGY, 2019, 30 (03) : 317 - 320
  • [22] Causal inference and machine learning in endocrine epidemiology
    Inoue, Kosuke
    ENDOCRINE JOURNAL, 2024, 71 (10) : 945 - 953
  • [23] Commentary: On Causes, Causal Inference, and Potential Outcomes
    VanderWeele, Tyler J.
    INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2016, 45 (06) : 1809 - 1816
  • [24] Marginal structural models and causal inference in epidemiology
    Robins, JM
    Hernán, MA
    Brumback, B
    EPIDEMIOLOGY, 2000, 11 (05) : 550 - 560
  • [25] Invited Commentary: Agent-Based Models for Causal Inference-Reweighting Data and Theory in Epidemiology
    Hernan, Miguel A.
    AMERICAN JOURNAL OF EPIDEMIOLOGY, 2015, 181 (02) : 103 - 105
  • [26] FORMAL MODES OF STATISTICAL-INFERENCE FOR CAUSAL EFFECTS
    RUBIN, DB
    JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 1990, 25 (03) : 279 - 292
  • [27] The Deductive Approach to Causal Inference
    Pearl, Judea
    JOURNAL OF CAUSAL INFERENCE, 2014, 2 (02)
  • [28] Using Mendelian randomization as the cornerstone for causal inference in epidemiology
    Xu, Jianguo
    Li, Muyang
    Gao, Ya
    Liu, Ming
    Shi, Shuzhen
    Shi, Jiyuan
    Yang, Kelu
    Zhou, Zheng
    Tian, Jinhui
    ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2022, 29 (04) : 5827 - 5839
  • [29] Causal inference from randomized trials in social epidemiology
    Kaufman, JS
    Kaufman, S
    Poole, C
    SOCIAL SCIENCE & MEDICINE, 2003, 57 (12) : 2397 - 2409
  • [30] Causal inference in environmental epidemiology: The role of implicit values
    Botti, C
    Comba, P
    Forastiere, F
    Settimi, L
    SCIENCE OF THE TOTAL ENVIRONMENT, 1996, 184 (1-2) : 97 - 101