# Pointwise LOO Influence Atlases

Aggregate PSIS-LOO summaries can be read together with observation-level predictive contributions and influence diagnostics.

    atlas <- create_loo_influence_atlas(
      loo_result,
      data = fit$specification$prepared$data
    )

    loo_influence_summary(atlas$table)
    loo_flagged_data(atlas$table)

    plot_loo_pointwise_elpd(atlas$table)
    plot_loo_pareto_vs_elpd(atlas$table)
    plot_loo_influence_rank(atlas$table)

Flagged observations request inspection and are never removed automatically.