New Plot: CDF parity plot

Question

New Plot: CDF parity plot

Opened this issue 9 months ago · 6 comments

See STAN and SBC checks paper

Answer 1 · 2024-03-26T18:52:12.000Z

definition: True CDF vs. predicted CDF

Answer 2 · 2024-03-27T20:42:52.000Z

There should also be a CDF difference plot, which is analogous to the residual/difference plot discussed in #29 (comment).

(TrueCDF - PredictedCDF)/PredictedCDF vs. TrueCDF

Answer 3 · 2024-06-05T15:10:13.000Z

These are the plots that should come out of CDF parity.

Answer 4 · 2024-06-05T15:10:23.000Z

@voetberg are these plots made anywhere?

Answer 5 · 2024-06-05T15:13:31.000Z

I don't Think so - closest is the CDF ranks plot and I don't think that's the same. Do you have a link to the papers referenced in the issue definition?

Answer 6 · 2024-06-05T15:30:00.000Z

https://arxiv.org/pdf/1804.06788
https://hyunjimoon.github.io/SBC/articles/rank_visualizations.html