BayesGmed: Bayesian Causal Mediation Analysis using 'Stan'

Belay Birlie Yimer; Mark Lunt; Marcus Beasley; Gary J Macfarlane; John Mcbeth

BayesGmed: Bayesian Causal Mediation Analysis using 'Stan'

Belay Birlie Yimer, Mark Lunt, Marcus Beasley, Gary J Macfarlane, John Mcbeth

Division of Musculoskeletal & Dermatological Sciences (L5)

University of Aberdeen

Research output: Non-textual form › Software

Abstract

Performs parametric mediation analysis using the Bayesian g-formula approach for binary and continuous outcomes. The methodology is based on Comment (2018) <doi:10.5281/zenodo.1285275> and a demonstration of its application can be found at Yimer et al. (2022) <doi:10.48550/arXiv.2210.08499>.

Original language	English
Publisher	CRAN (Comprehensive R Archive Network)
Publication status	Published - 10 Oct 2023

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title = "BayesGmed: Bayesian Causal Mediation Analysis using 'Stan'",

abstract = "Performs parametric mediation analysis using the Bayesian g-formula approach for binary and continuous outcomes. The methodology is based on Comment (2018) and a demonstration of its application can be found at Yimer et al. (2022) .",

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AU - Yimer, Belay Birlie

AU - Lunt, Mark

AU - Beasley, Marcus

AU - Macfarlane, Gary J

AU - Mcbeth, John

PY - 2023/10/10

Y1 - 2023/10/10

N2 - Performs parametric mediation analysis using the Bayesian g-formula approach for binary and continuous outcomes. The methodology is based on Comment (2018) and a demonstration of its application can be found at Yimer et al. (2022) .

AB - Performs parametric mediation analysis using the Bayesian g-formula approach for binary and continuous outcomes. The methodology is based on Comment (2018) and a demonstration of its application can be found at Yimer et al. (2022) .

M3 - Software

PB - CRAN (Comprehensive R Archive Network)

ER -

BayesGmed: Bayesian Causal Mediation Analysis using 'Stan'

Abstract

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