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feat: add C implementation for stats/base/dists/betaprime/quantile - #15388

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@Planeshifter Planeshifter commented Sep 21, 2026

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Progresses stdlib-js/metr-issue-tracker#1235.

Description

What is the purpose of this pull request?

This pull request:

  • adds a C/native implementation for @stdlib/stats/base/dists/betaprime/quantile

The C implementation delegates to @stdlib/math/base/special/betaincinv, mirroring the JavaScript implementation, and preserves parameter validation (NaN and nonpositive shape parameters), the x / (1 - x) transformation and its endpoint behavior (p = 0 yields 0 and p = 1 yields +infinity), and NaN behavior for out-of-domain probabilities.

Related Issues

Does this pull request have any related issues?

This pull request has the following related issues:

Questions

Any questions for reviewers of this pull request?

No.

Other

Any other information relevant to this pull request? This may include screenshots, references, and/or implementation notes.

No.

Checklist

Please ensure the following tasks are completed before submitting this pull request.

AI Assistance

When authoring the changes proposed in this PR, did you use any kind of AI assistance?

  • Yes
  • No

If you answered "yes" above, how did you use AI assistance?

  • Code generation (e.g., when writing an implementation or fixing a bug)
  • Test/benchmark generation
  • Documentation (including examples)
  • Research and understanding

Disclosure

This PR was written primarily by Claude Code, with human review and verification of numerical parity against the JavaScript implementation.


@stdlib-js/reviewers

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>

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---
@stdlib-bot stdlib-bot added the Statistics Issue or pull request related to statistical functionality. label Sep 21, 2026
@stdlib-bot

stdlib-bot commented Sep 21, 2026

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Coverage Report

Package Statements Branches Functions Lines
stats/base/dists/betaprime/quantile $\\color{green}318/318$
$\\color{green}+0.00\\%$
$\\color{green}25/25$
$\\color{green}+0.00\\%$
$\\color{green}4/4$
$\\color{green}+0.00\\%$
$\\color{green}318/318$
$\\color{green}+0.00\\%$

The above coverage report was generated for the changes in this PR.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>

---
type: pre_commit_static_analysis_report
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    status: passed
  - task: lint_editorconfig
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  - task: lint_markdown_pkg_readmes
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  - task: lint_markdown_docs
    status: na
  - task: lint_markdown
    status: na
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    status: na
  - task: lint_repl_help
    status: na
  - task: lint_javascript_src
    status: na
  - task: lint_javascript_cli
    status: na
  - task: lint_javascript_examples
    status: na
  - task: lint_javascript_tests
    status: na
  - task: lint_javascript_benchmarks
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  - task: lint_python
    status: na
  - task: lint_r
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  - task: lint_c_benchmarks
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  - task: lint_shell
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    status: passed
  - task: lint_typescript_tests
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---
@Planeshifter
Planeshifter marked this pull request as ready for review September 21, 2026 05:48
@stdlib-bot stdlib-bot added the Needs Review A pull request which needs code review. label Sep 21, 2026
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