---
title: "Pointwise LOO Influence Atlases"
output: rmarkdown::html_vignette
vignette: >
  %\VignetteIndexEntry{Pointwise LOO Influence Atlases}
  %\VignetteEngine{knitr::rmarkdown}
  %\VignetteEncoding{UTF-8}
---

```{r setup, include=FALSE}
knitr::opts_chunk$set(collapse = TRUE, comment = "#>")
```

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

```{r, eval=FALSE}
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.