# End-to-End Evidence and Publication Showcase

The expanded post-fit system separates fitting, diagnostics, sensitivity, simulation validation, provenance, publication output, and interpretation.

    bundle <- create_analysis_bundle(fit, ndraws = 1000, include_loo = TRUE)
    bridge <- prior_posterior_bridge(fit)

    loo_atlas <- create_loo_influence_atlas(
      bundle$components$loo$value,
      data = fit$specification$prepared$data
    )

    manifest <- create_analysis_manifest(fit = fit, estimands = "primary")
    card <- create_model_card(
      fit,
      analysis_bundle = bundle,
      manifest = manifest,
      label = "Primary model"
    )

    dashboard <- create_diagnostic_dashboard(
      fit = fit,
      analysis_bundle = bundle,
      model_card = card,
      loo = loo_atlas,
      prior_posterior = bridge,
      sensitivity = prior_sensitivity,
      recovery = recovery,
      sbc = sbc_result,
      label = "Primary-model evidence"
    )

    inventory <- create_complete_evidence_inventory(
      bundle = bundle,
      model_card = card,
      loo = loo_atlas,
      prior_posterior = bridge,
      sensitivity = prior_sensitivity,
      recovery = recovery,
      sbc = sbc_result
    )

No dashboard, registry, sensitivity result, recovery result, SBC graphic, or LOO diagnostic automatically establishes causal validity or selects a preferred model.