From 1bc5b4dd30e2f1e5f3b5ed2787301e576f19c56b Mon Sep 17 00:00:00 2001
From: Claude <noreply@anthropic.com>
Date: Tue, 18 Aug 2026 18:20:08 +0000
Subject: [PATCH] test: migrate `stats/base/dists/bernoulli/skewness` to
 ULP-based assertions

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

Co-Authored-By: Claude <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01U1Fsx8FyCM2U9HpHWjDvY1
---
 .../base/dists/bernoulli/skewness/test/test.js      | 13 ++-----------
 .../dists/bernoulli/skewness/test/test.native.js    | 13 ++-----------
 2 files changed, 4 insertions(+), 22 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/skewness/test/test.js b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/skewness/test/test.js
index 56bfca64b175..b6f171034735 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/skewness/test/test.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/skewness/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 skewness = require( './../lib' );
 
 
@@ -80,8 +79,6 @@ tape( 'if provided a success probability `p` outside of `[0,1]`, the function re
 
 tape( 'the function returns the skewness of a Bernoulli distribution', function test( t ) {
 	var expected;
-	var delta;
-	var tol;
 	var i;
 	var p;
 	var y;
@@ -90,13 +87,7 @@ tape( 'the function returns the skewness of a Bernoulli distribution', function
 	p = data.p;
 	for ( i = 0; i < expected.length; i++ ) {
 		y = skewness( 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/skewness/test/test.native.js b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/skewness/test/test.native.js
index 52f19a584e83..981888268f4c 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/skewness/test/test.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/skewness/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 isnan = require( '@stdlib/math/base/assert/is-nan' );
-var abs = require( '@stdlib/math/base/special/abs' );
 var tryRequire = require( '@stdlib/utils/try-require' );
 var PINF = require( '@stdlib/constants/float64/pinf' );
 var NINF = require( '@stdlib/constants/float64/ninf' );
-var EPS = require( '@stdlib/constants/float64/eps' );
 
 
 // FIXTURES //
@@ -89,8 +88,6 @@ tape( 'if provided a success probability `p` outside of `[0,1]`, the function re
 
 tape( 'the function returns the skewness of a Bernoulli distribution', opts, function test( t ) {
 	var expected;
-	var delta;
-	var tol;
 	var i;
 	var p;
 	var y;
@@ -99,13 +96,7 @@ tape( 'the function returns the skewness of a Bernoulli distribution', opts, fun
 	p = data.p;
 	for ( i = 0; i < expected.length; i++ ) {
 		y = skewness( 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();
 });