test: migrate stats/incr/mstdev to ULP-based assertions - #15783
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Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01KE44fMNSiCvMKf2VdMDpfa
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October 2, 2026 03:04
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Resolves a part of #11352.
Description
This pull request:
stats/incr/mstdevfrom relative tolerance testing to ULP difference testing, replacing the computeddelta/tolcomparisons withisAlmostSameValue.0for both converted assertions, which is the measured minimum: the accumulated moving corrected sample standard deviations in the fixture set are bit-for-bit equal to the expected values, so no non-zero ULP budget is required. Starting from a bound of64and tightening,0is the smallest integer for which the full fixture set passes, and the suite was run twice at0to confirm determinism.@stdlib/math/base/special/absand@stdlib/constants/float64/epsrequires from the test file.Only
test/test.jsis modified; the package has notest/test.native.js. Existing exact comparisons (e.g., thet.deepEqualfixture checks and thet.strictEqualNaN/nullchecks) are left untouched.Related Issues
This pull request has the following related issues:
math/base/specialpackages from relative tolerance testing to ULP difference testing (tracking issue) #11352Questions
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0(measured minimum). The per-assertion ULP distances were measured directly via@stdlib/number/float64/base/ulp-differenceas0and0, respectively.make test TESTS_FILTER=".*/stats/incr/mstdev/.*"is green on two consecutive runs, 396/396 assertions passing.make lint-javascript-tests TESTS_FILTER=".*/stats/incr/mstdev/.*"is clean.Checklist
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Disclosure
This PR was authored by Claude Code running as an unattended scheduled task: it selected the package, performed the test migration, measured the minimum ULP bound, and ran the tests and linter.
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