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
  • [31] Statistical methods of causal inference in sports science research
    Li, Jinchao
    Open Cybernetics and Systemics Journal, 2015, 9 : 2070 - 2074
  • [32] ASSESSING STATISTICAL METHODS FOR CAUSAL INFERENCE IN OBSERVATIONAL DATA
    Parks, D. C.
    Lin, X.
    Lee, K. R.
    VALUE IN HEALTH, 2014, 17 (07) : A731 - A731
  • [33] Comment: Strengthening Empirical Evaluation of Causal Inference Methods
    Jensen, David
    STATISTICAL SCIENCE, 2019, 34 (01) : 77 - 81
  • [34] Applying Causal Inference Methods in Psychiatric Epidemiology: A Review
    Ohlsson, Henrik
    Kendler, Kenneth S.
    JAMA PSYCHIATRY, 2020, 77 (06) : 637 - 644
  • [35] Evaluating Uses of Deep Learning Methods for Causal Inference
    Whata, Albert
    Chimedza, Charles
    IEEE ACCESS, 2022, 10 : 2813 - 2827
  • [36] MIXTURE MODELING METHODS FOR CAUSAL INFERENCE WITH MULTILEVEL DATA
    Kim, Jee-Seon
    Steiner, Peter M.
    Lim, Wen-Chiang
    ADVANCES IN MULTILEVEL MODELING FOR EDUCATIONAL RESEARCH: ADDRESSING PRACTICAL ISSUES FOUND IN REAL-WORLD APPLICATIONS, 2016, : 335 - 359
  • [37] Causal Inference Methods and their Challenges: The Case of 311 Data
    Yusuf, Farzana Beente
    Cheng, Shaoming
    Ganapati, Sukumar
    Narasimhan, Giri
    PROCEEDINGS OF THE 22ND ANNUAL INTERNATIONAL CONFERENCE ON DIGITAL GOVERNMENT RESEARCH, DGO 2021, 2021, : 49 - 59
  • [38] A Theory of Statistical Inference for Matching Methods in Causal Research
    Iacus, Stefano M.
    King, Gary
    Porro, Giuseppe
    POLITICAL ANALYSIS, 2019, 27 (01) : 46 - 68
  • [39] Counterfactuals and Causal Inference: Methods and Principles for Social Research
    Fox, John
    CANADIAN JOURNAL OF SOCIOLOGY-CAHIERS CANADIENS DE SOCIOLOGIE, 2008, 33 (02): : 432 - 435
  • [40] Counterfactuals and Causal Inference: Methods and Principles for Social Research
    Keohane, Robert O.
    SOCIAL FORCES, 2009, 88 (01) : 466 - 467
12345