Functional Causal Mediation Analysis With an Application to Brain Connectivity

DOI10.1080/01621459.2012.695640zbMath1258.62105OpenAlexW1967571609WikidataQ33957037 ScholiaQ33957037MaRDI QIDQ4904709

Martin A. Lindquist

Publication date: 31 January 2013

Published in: Journal of the American Statistical Association (Search for Journal in Brave)

Full work available at URL: https://europepmc.org/articles/pmc4112546

zbMATH Keywords

mediationinstrumental variablesfunctional data analysisfMRIcausal inferencestructural equation models

Mathematics Subject Classification ID

Related Items (16)

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Cites Work

• Identification, inference and sensitivity analysis for causal mediation effects
• The statistical analysis of fMRI data
• Bootstrapping heteroskedastic regression models: wild bootstrap vs. pairs bootstrap
• Functional linear model
• Generalized functional linear models
• Wild Bootstrap Tests for IV Regression
• Functional Data Analysis with R and MATLAB
• Generalized Linear Models with Functional Predictors
• Direct and Indirect Causal Effects via Potential Outcomes*
• Causal Mediation Analyses with Rank Preserving Models

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