# Parameter Recovery Diagnostics for Publication

Recovery objects retain parameter summaries, repetition-level estimates, and fit statuses. The publication layer exposes each separately.

    recovery_parameter_table(recovery)
    recovery_estimate_table(recovery)
    recovery_fit_status_table(recovery)

    plot_recovery_bias(recovery)
    plot_recovery_coverage(recovery)
    plot_recovery_rmse(recovery)
    plot_recovery_estimates(recovery)
    plot_recovery_fit_status(recovery)

Recovery evidence remains a validation diagnostic; no figure certifies an implementation or model automatically.