Causal mediation analysis in the context of clinical research
Sven Van Poucke
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Generalized causal mediation and path analysis: Extensions and practical considerations
Jang-ik Cho
Statistical Methods in Medical Research, 2018
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A statistical method frequently used in clinical research in recent years: Causal mediation analysis
MERAL YAY
Turkish Journal of Thoracic and Cardiovascular Surgery
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Supplemental material for Generalized causal mediation and path analysis: Extensions and practical considerations
Jang-ik Cho
2018
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The Correspondence Between Causal and Traditional Mediation Analysis: the Link Is the Mediator by Treatment Interaction
David P Mackinnon
Prevention Science, 2019
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Causal Mediation Programs in R, Mplus, SAS, SPSS, and Stata
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Structural Equation Modeling: A Multidisciplinary Journal, 2020
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Review: mediation Package in R
Adam Sales
Journal of Educational and Behavioral Statistics, 2016
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Causal Mediation Analysis in the Presence of Post-treatment Confounding Variables: A Monte Carlo Simulation Study
David P Mackinnon
Frontiers in Psychology, 2020
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Applying causal mediation methods to clinical trial data: What can we learn about why our interventions (don't) work?
Danielle Van Der Windt
European Journal of Pain, 2016
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Causal Mediation Analysis in R
Dustin Tingley
2009
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Causal Mediation Analysis Using R
L. Keele
Lecture Notes in Statistics, 2009
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Exact parametric causal mediation analysis for a binary outcome with a binary mediator
Elena Stanghellini
Statistical Methods & Applications, 2021
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Mediation analysis with case-control sampling: Identification and estimation in the presence of a binary mediator
Elena Stanghellini
arXiv (Cornell University), 2022
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Med4way: a Stata command to investigate mediating and interactive mechanisms using the four-way effect decomposition
Jane Lee
International Journal of Epidemiology, 2018
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Current Directions in Mediation Analysis
David P Mackinnon
Current Directions in Psychological Science, 2009
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Statistical Mediation Analysis
Angela Pirlott, JeeWon Cheong, David P Mackinnon
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Confounding in statistical mediation analysis: What it is and how to address it
David P Mackinnon
Journal of counseling psychology, 2017
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A review of causal mediation analysis for assessing direct and indirect treatment effects
Martin Huber
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Mediation analysis for count and zero-inflated count data
Amid Ismail
Statistical methods in medical research, 2016
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Statistical Mediation Analysis for Models with a Binary Mediator and a Binary Outcome: the Differences Between Causal and Traditional Mediation Analysis
Matthew Valente
Prevention Science, 2021
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medflex: An R Package for Flexible Mediation Analysis using Natural Effect Models
Tom Loeys
Journal of Statistical Software, 2017
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Estimating Mediated Effects in Prevention Studies
David P Mackinnon
Evaluation Review, 1993
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Exact parametric causal mediation analysis for non-rare binary outcomes with binary mediators
Elena Stanghellini
arXiv (Cornell University), 2018
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Clarifying causal mediation analysis for the applied researcher: Defining effects based on what we want to learn
Trang Nguyen
Psychological Methods, 2021
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Causal Mediation Analysis with Multi-dimensional and Indirectly Observed Mediators
Ziyang Jiang
arXiv (Cornell University), 2023
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A structural modelling approach to mediators, moderators and confounders A counterfactual-free approach
Guillaume Wunsch
2013
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Bayesian inference for causal mediation effects using principal stratification with dichotomous mediators and outcomes
Trivellore Raghunathan
Biostatistics, 2010
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Developments in mediation analysis
Yasemin Kisbu-sakarya, David P Mackinnon
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Disentangling indirect effects through multiple mediators without assuming any causal structure among the mediators
Tom Loeys
2019
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Statistical Approaches for Enhancing Causal Interpretation of the M to Y Relation in Mediation Analysis
Angela Pirlott, David P Mackinnon
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Commentary: Causal Effects in Mediation Modeling: An Introduction with Applications to Latent Variables
Emil Coman
Frontiers in Psychology, 2017
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