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. 2024 Jun 20;12:508–519. doi: 10.1109/JTEHM.2024.3415412

TABLE 1. List of Items for the Bayesian Analysis Reported Guidelines (BARG) (Adapted from [25], Table 1).

Location in this document Reporting Items for the BARG
Section II Why Bayesian Analysis?
Goals of the analysis
Model
Section IV Data variables
Section IV-B Likelihood function
Likelihood model comparison
Section IV-A Prior distribution
Formal specification of likelihood and prior
Prior predictive check
Details of the computation
Section IV-C Software
MCMC chain convergence
MCMC chain resolution
Posterior Distribution
Section IV-D Posterior predictive check
Summary of posterior PDFs
Report decisions
Section IV-D ROPE
Estimated values
Section V Decision threshold and model probabilities
Sensitivity Analysis
Section IV-E Broad Priors
Decisions
Reproducibility
Section VII Software
Script and data
MCMC chains
Auxiliary files