stan-dev / stan-dev/loo

plot method for two loo objects

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feature
Dominant language
R
Stars
157
Forks
38
Avg merge
4d 16h
Merged PRs (30d)
2

Description

We should have a plotting method (in loo or bayesplot) that creates the pointwise elpd difference plot from Figure 10a of Visualization in Bayesian Workflow

Contributor guide

Open the contributing guide

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start by reviewing the requested plotting method in the loo or bayesplot entry points and compare Figure 10a of Visualization in Bayesian Workflow with the existing two-LOO object APIs. Define the expected pointwise elpd difference plot and verify the result with appropriate plotting tests; the issue is done when that comparison is supported and its behavior is documented.

Written by the indexing model from the issue text.

Assessment

Tech stack
r
Domain
data-visualization
Issue type
Feature
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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