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

共 50 条

[41] Counterfactuals and causal inference: Methods and principles for social research
Hipp, John R.
CONTEMPORARY SOCIOLOGY-A JOURNAL OF REVIEWS, 2008, 37 (04) : 320 - 322
[42] The use of causal inference methods in gambling research: A review
Hitcham, Lucy
Tillsley, Jaimie
Kim, Hyungseo
Tunney, Richard
James, Richard
JOURNAL OF BEHAVIORAL ADDICTIONS, 2023, 12 : 315 - 315
[43] Impact of discretization of the timeline for longitudinal causal inference methods
Ferreira Guerra, Steve
Schnitzer, Mireille E.
Forget, Amelie
Blais, Lucie
STATISTICS IN MEDICINE, 2020, 39 (27) : 4069 - 4085
[44] Evaluating Uses of Deep Learning Methods for Causal Inference
Whata, Albert
Chimedza, Charles
IEEE Access, 2022, 10 : 2813 - 2827
[45] Generalized Thompson sampling for sequential decision-making and causal inference
Ortega, Pedro A.
Braun, Daniel A.
COMPLEX ADAPTIVE SYSTEMS MODELING, 2014, 2
[46] Sequential causal inference: Application to randomized trials of adaptive treatment strategies
Dawson, Ree
Lavori, Philip W.
STATISTICS IN MEDICINE, 2008, 27 (10) : 1626 - 1645
[47] Improving causal inference of mediation analysis with multiple mediators using interventional indirect effects
Loh, Wen Wei
Ren, Dongning
SOCIAL AND PERSONALITY PSYCHOLOGY COMPASS, 2022, 16 (10)
[48] Applied Bayesian modeling and causal inference from incomplete data perspectives
Dialsingh, I
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY, 2005, 168 : 633 - 634
[49] Bayesian inference for causal mediation effects using principal stratification with dichotomous mediators and outcomes
Elliott, Michael R.
Raghunathan, Trivellore E.
Li, Yun
BIOSTATISTICS, 2010, 11 (02) : 353 - 372
[50] The estimation of causal effects: an introduction to methods of causal inference based on peer effects in education
Legewie, Joscha
KOLNER ZEITSCHRIFT FUR SOZIOLOGIE UND SOZIALPSYCHOLOGIE, 2012, 64 (01): : 123 - 153

← 1 2 3 4 5 →