Applied causal inference methods for sequential mediators

被引：0
|
作者：
D Zugna
M Popovic
F Fasanelli
B Heude
G Scelo
L Richiardi
机构：
[1] University of Turin,Cancer Epidemiology Unit, Department of Medical Sciences
[2] Inserm,Université de Paris Cité
[3] INRAE,undefined
[4] Centre of Research in Epidemiology and StatisticS (CRESS),undefined
来源：
BMC Medical Research Methodology | / 22卷
关键词：
Causal inference; Mediation analysis; Sequential mediators; Direct and indirect effects; Weighting; Imputation;
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] Applied causal inference methods for sequential mediators
    Zugna, D.
    Popovic, M.
    Fasanelli, F.
    Heude, B.
    Scelo, G.
    Richiardi, L.
    BMC MEDICAL RESEARCH METHODOLOGY, 2022, 22 (01)
  • [2] Causal inference with hidden mediators
    Ghassami, Amiremad
    Yang, Alan
    Shpitser, Ilya
    Tchetgen, Eric Tchetgen
    BIOMETRIKA, 2024,
  • [3] Causal Inference Methods: Lessons from Applied Microeconomics
    Dague, Laura
    Lahey, Joanna
    JOURNAL OF PUBLIC ADMINISTRATION RESEARCH AND THEORY, 2019, 29 (03) : 511 - 529
  • [4] Causal Inference on Pathophysiological Mediators in Psychiatry
    Namkung, Ho
    Lee, Brian J.
    Sawa, Akira
    BRAINS AND BEHAVIOR: ORDER AND DISORDER IN THE NERVOUS SYSTEM, 2018, 83 : 17 - 23
  • [5] Methods and tools for causal discovery and causal inference
    Nogueira, Ana Rita
    Pugnana, Andrea
    Ruggieri, Salvatore
    Pedreschi, Dino
    Gama, Joao
    WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY, 2022, 12 (02)
  • [6] CAUSAL INFERENCE AND COMPARATIVE METHODS
    DEFELICE, EG
    COMPARATIVE POLITICAL STUDIES, 1986, 19 (03) : 415 - 437
  • [7] Methods for Causal Inference in Marketing
    He, Zezhen
    Rao, Vithala R.
    FOUNDATIONS AND TRENDS IN MARKETING, 2024, 18 (3-4): : 176 - 309
  • [8] Methods for causal inference in epidemiology
    Richiardi, Lorenzo
    Bellocco, Rino
    EPIDEMIOLOGIA & PREVENZIONE, 2010, 34 (1-2): : 5 - 6
  • [9] Validating Causal Inference Methods
    Parikh, Harsh
    Vajao, Carlos
    Xu, Louise
    Tchetgen, Eric Tchetgen
    INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 162, 2022,
  • [10] Sequential Deconfounding for Causal Inference with Unobserved Confounders
    Hatt, Tobias
    Feuerriegel, Stefan
    CAUSAL LEARNING AND REASONING, VOL 236, 2024, 236 : 934 - 956
12345