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Resolves #5617.

Description

What is the purpose of this pull request?

This pull request:

  • Adds the @stdlib/stats/incr/nanpcorr2 package, which computes a squared sample Pearson product-moment correlation coefficient incrementally while handling NaN values by ignoring them.

Related Issues

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Modified test cases are passed


Modified test cases are passed


Examples generated after modifying index.ts under example


Examples generated after modifying index.ts under example


Benchmarks are passed


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@stdlib-js/reviewers

feat: added wrapper to Pearson product-moment correlation coefficient computing function for ignoring NaN values.
@stdlib-bot stdlib-bot added Statistics Issue or pull request related to statistical functionality. First-time Contributor A pull request from a contributor who has never previously committed to the project repository. Needs Review A pull request which needs code review. Good First PR A pull request resolving a Good First Issue. labels Mar 22, 2025
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stdlib-bot commented Mar 22, 2025

Coverage Report

Package Statements Branches Functions Lines
stats/incr/nanpcorr2 $\color{green}150/150$
$\color{green}+100.00\%$
$\color{green}12/12$
$\color{green}+100.00\%$
$\color{green}2/2$
$\color{green}+100.00\%$
$\color{green}150/150$
$\color{green}+100.00\%$

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

@kgryte kgryte self-requested a review April 16, 2025 00:06
@kgryte kgryte changed the title feat: added wrapper to Pearson product-moment correlation coefficient computing function for ignoring NaN values. feat: add stats/incr/nanpcorr2 Apr 16, 2025
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/stdlib update-copyright-years

@stdlib-bot stdlib-bot added the bot: In Progress Pull request is currently awaiting automation. label Apr 16, 2025
@stdlib-bot stdlib-bot removed the bot: In Progress Pull request is currently awaiting automation. label Apr 16, 2025
@Planeshifter Planeshifter added Needs Changes Pull request which needs changes before being merged. and removed Needs Review A pull request which needs code review. labels Apr 22, 2025
@stdlib-bot stdlib-bot removed the First-time Contributor A pull request from a contributor who has never previously committed to the project repository. label May 3, 2025
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Labels

Good First PR A pull request resolving a Good First Issue. Needs Changes Pull request which needs changes before being merged. Statistics Issue or pull request related to statistical functionality.

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[RFC]: add stats/incr/nanpcorr2

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