Collect Model Evidence Without Declaring Model Adequacy — collect_model

Collects already-computed design, diagnostics, posterior summaries, posterior predictive checks, estimands, predictive validation, sensitivity, and reproducibility provenance into a single review object.

Usage

collect_model_evidence(
  fit = NULL,
  design = NULL,
  diagnostics = NULL,
  posterior = NULL,
  ppc = NULL,
  estimands = NULL,
  loo = NULL,
  kfold = NULL,
  sensitivity = NULL,
  manifest = NULL,
  compute = character()
)

Arguments

fit: Optional gp3bayes fit.
design, diagnostics, posterior, ppc, estimands, loo, kfold, sensitivity: Optional evidence components.
manifest: Optional gp3bayes_analysis_manifest containing reproducibility provenance for the analysis.
compute: Character vector selecting inexpensive components to compute from fit when not supplied. Supported values are "diagnostics", "posterior", and "estimands". Posterior predictive checks and refitting sensitivity are intentionally not automatic.

Value

A gp3bayes_model_evidence.