From 66e448082cb15129815fa8956f1ce712141d7f93 Mon Sep 17 00:00:00 2001
From: Claude <noreply@anthropic.com>
Date: Sun, 20 Sep 2026 14:15:14 +0000
Subject: [PATCH] test: migrate `stats/base/dists/bernoulli/kurtosis` to
 ULP-based assertions

Replaces the relative tolerance (`EPS`-scaled) fixture comparisons
in `test/test.js` and `test/test.native.js` with ULP difference
testing via `@stdlib/assert/is-almost-same-value`. All 1000 Julia
fixture values match bit-for-bit, so the minimum required ULP bound
is 0.

Ref: https://github.com/stdlib-js/stdlib/issues/11352

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01FAk9ZwMqUXA4W8o4t7dbtQ

---
type: pre_commit_static_analysis_report
description: Results of running static analysis checks when committing changes.
report:
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    status: passed
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    status: skipped
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---
---
 .../base/dists/bernoulli/kurtosis/test/test.js      | 13 ++-----------
 .../dists/bernoulli/kurtosis/test/test.native.js    | 13 ++-----------
 2 files changed, 4 insertions(+), 22 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/kurtosis/test/test.js b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/kurtosis/test/test.js
index 64053ea160d6..833af076e79a 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/kurtosis/test/test.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/kurtosis/test/test.js
@@ -21,11 +21,10 @@
 // MODULES //
 
 var tape = require( 'tape' );
+var isAlmostSameValue = require( '@stdlib/assert/is-almost-same-value' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
-var abs = require( '@stdlib/math/base/special/abs' );
 var PINF = require( '@stdlib/constants/float64/pinf' );
 var NINF = require( '@stdlib/constants/float64/ninf' );
-var EPS = require( '@stdlib/constants/float64/eps' );
 var kurtosis = require( './../lib' );
 
 
@@ -78,8 +77,6 @@ tape( 'if provided a success probability `p` outside of `[0,1]`, the function re
 
 tape( 'the function returns the excess kurtosis of a Bernoulli distribution', function test( t ) {
 	var expected;
-	var delta;
-	var tol;
 	var i;
 	var p;
 	var y;
@@ -88,13 +85,7 @@ tape( 'the function returns the excess kurtosis of a Bernoulli distribution', fu
 	p = data.p;
 	for ( i = 0; i < expected.length; i++ ) {
 		y = kurtosis( p[i] );
-		if ( y === expected[i] ) {
-			t.strictEqual( y, expected[i], 'p: '+p[i]+', y: '+y+', expected: '+expected[i] );
-		} else {
-			delta = abs( y - expected[ i ] );
-			tol = 1.0 * EPS * abs( expected[ i ] );
-			t.ok( delta <= tol, 'within tolerance. p: '+p[i]+'. y: '+y+'. E: '+expected[ i ]+'. Δ: '+delta+'. tol: '+tol+'.' );
-		}
+		t.strictEqual( isAlmostSameValue( y, expected[ i ], 0 ), true, 'returns expected value' );
 	}
 	t.end();
 });
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/kurtosis/test/test.native.js b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/kurtosis/test/test.native.js
index f059b2f405f0..a117a87e19e6 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/kurtosis/test/test.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/kurtosis/test/test.native.js
@@ -22,12 +22,11 @@
 
 var resolve = require( 'path' ).resolve;
 var tape = require( 'tape' );
+var isAlmostSameValue = require( '@stdlib/assert/is-almost-same-value' );
 var tryRequire = require( '@stdlib/utils/try-require' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
-var abs = require( '@stdlib/math/base/special/abs' );
 var PINF = require( '@stdlib/constants/float64/pinf' );
 var NINF = require( '@stdlib/constants/float64/ninf' );
-var EPS = require( '@stdlib/constants/float64/eps' );
 
 
 // FIXTURES //
@@ -87,8 +86,6 @@ tape( 'if provided a success probability `p` outside of `[0,1]`, the function re
 
 tape( 'the function returns the excess kurtosis of a Bernoulli distribution', opts, function test( t ) {
 	var expected;
-	var delta;
-	var tol;
 	var i;
 	var p;
 	var y;
@@ -97,13 +94,7 @@ tape( 'the function returns the excess kurtosis of a Bernoulli distribution', op
 	p = data.p;
 	for ( i = 0; i < expected.length; i++ ) {
 		y = kurtosis( p[i] );
-		if ( y === expected[i] ) {
-			t.strictEqual( y, expected[i], 'p: '+p[i]+', y: '+y+', expected: '+expected[i] );
-		} else {
-			delta = abs( y - expected[ i ] );
-			tol = 1.0 * EPS * abs( expected[ i ] );
-			t.ok( delta <= tol, 'within tolerance. p: '+p[i]+'. y: '+y+'. E: '+expected[ i ]+'. Δ: '+delta+'. tol: '+tol+'.' );
-		}
+		t.strictEqual( isAlmostSameValue( y, expected[ i ], 0 ), true, 'returns expected value' );
 	}
 	t.end();
 });