stan-dev / stan-dev/math

Update `multi_normal` to call `multi_normal_cholesky` after the cholesky

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Dominant language
C++
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Forks
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Avg merge
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Merged PRs (30d)
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Description

The multi_normal lpdf relies on autodiff but the multi_normal_cholesky has derivatives. It makes sense to just call multi_normal_cholesky once the Cholesky decomposition is taken of the covariance matrix in the multi_normal_lpdf to take advantage of those derivatives.

This should be a simple fix.

Contributor guide

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First steps

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  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start at the multi_normal_lpdf and multi_normal_cholesky entry points, then trace where the covariance matrix Cholesky decomposition is taken. Confirm that multi_normal delegates to multi_normal_cholesky after that decomposition and verify the existing distribution and autodiff tests. Done means the delegation is covered without changing the distribution's results.

Written by the indexing model from the issue text.

Assessment

Tech stack
cpp
Domain
backend
Issue type
Refactor
Difficulty
2/5
Estimated time
1-3 hours
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
45/100

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