Bayesian network mediation analysis with application to the brain functional connectome

Cites Work

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Granger Mediation Analysis of Multiple Time Series with an Application to fMRI
Network Cross-Validation for Determining the Number of Communities in Network Data
Spatial Bayesian variable selection and grouping for high-dimensional scalar-on-image regression
Inference from iterative simulation using multiple sequences
Optimal predictive model selection.
Network classification with applications to brain connectomics
Bayesian methods for multiple mediators: relating principal stratification and causal mediation in the analysis of power plant emission controls
Causal mediation analysis with a latent mediator
L2RM: Low-Rank Linear Regression Models for High-Dimensional Matrix Responses
Causal mediation analysis with multiple mediators
Learning latent block structure in weighted networks
Gibbs Sampling Methods for Stick-Breaking Priors
Functional Causal Mediation Analysis With an Application to Brain Connectivity
Bayesian shrinkage estimation of high dimensional causal mediation effects in omics studies
Identifying disease‐associated biomarker network features through conditional graphical model
Mixed-Effect Time-Varying Network Model and Application in Brain Connectivity Analysis
High dimensional mediation analysis with latent variables
Hypothesis test of mediation effect in causal mediation model with high‐dimensional continuous mediators
Hypothesis Testing for Automated Community Detection in Networks
Prior distributions for variance parameters in hierarchical models (Comment on article by Browne and Draper)
A Bayesian regularized mediation analysis with multiple exposures