Split up Bayes Factor stat and plotting functions #2406
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Description
This PR addresses issue #2402.
The
plot_bf
function computes the Bayes Factor statistic, and plots the result. However, it is also useful to just compute the Bayes Factor without making the plot.This PR splits the Bayes Factor computation off to a function
arviz.stats.bayes_factor
, which is called byarviz.plots.plot_bf
to make the plot.I see that this PR can't be automatically merged, but it's not immediately clear to me why.
Checklist
📚 Documentation preview 📚: https://arviz--2406.org.readthedocs.build/en/2406/