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Mediation Analysis with Multiple Mediators [PDF]

open access: yesEpidemiologic Methods, 2014
Recent advances in the causal inference literature on mediation have extended traditional approaches to direct and indirect effects to settings that allow for interactions and non-linearities. In this paper, these approaches from causal inference are further extended to settings in which multiple mediators may be of interest.
T. VanderWeele, S. Vansteelandt
semanticscholar   +4 more sources

Mediation analysis with multiple mediators under unmeasured mediator‐outcome confounding

open access: yesStatistics in Medicine, 2022
It is often of interest in the health and social sciences to investigate the joint mediation effects of multiple post‐exposure mediating variables. Identification of such joint mediation effects generally require no unmeasured confounding of the outcome with respect to the whole set of mediators.
Deshanee Senevirathne Wickramarachchi   +2 more
openaire   +3 more sources

Pro-resolving lipid mediators: regulators of inflammation, metabolism and kidney function

open access: yesNature Reviews Nephrology, 2021
Obesity, diabetes mellitus, hypertension and cardiovascular disease are risk factors for chronic kidney disease (CKD) and kidney failure. Chronic, low-grade inflammation is recognized as a major pathogenic mechanism that underlies the association between
E. Brennan   +3 more
semanticscholar   +1 more source

Social dislocations caused by college education: actions and perceptions of mediators graduated in Countryside Education of Campo da Transamazônica and Xingu

open access: yesRevista Brasileira de Educação do Campo, 2021
The present work focuses on individuals with Licentiate degree in Countryside Education of UFPA – Campus of Altamira, regarded as mediating agents who consider themselves participants in peasantry-related actions.
Alcione Sousa de Meneses   +1 more
doaj   +1 more source

Causal Mediation Analysis with Multiple Mediators [PDF]

open access: yesBiometrics, 2014
Summary In diverse fields of empirical research—including many in the biological sciences—attempts are made to decompose the effect of an exposure on an outcome into its effects via a number of different pathways. For example, we may wish to separate the effect of heavy alcohol consumption on systolic blood pressure (SBP) into effects ...
Daniel, RM   +3 more
openaire   +6 more sources

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