Checklist for Diagnostics

[bnord]

these will get turned into issues

• L-C2ST: Local Diagnostics for Posterior Approximations in Simulation-Based Inference
• posterior predictive check
• rank statistic histogram
• covariance rank histogram
• CDF
• CDF diff
• Posterior coverage
• posterior coverage diff
• corner plot
• parity plot
• parity difference plot
• parity difference covariance
• area under coverage
• area under cdf
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[bnord]

This page shows a large number of the plots we'll want in our package. Unfortunately, this code is written in R!

https://hyunjimoon.github.io/SBC/articles/rank_visualizations.html