From c5cb9050fc78c6b88ed10a19abda3a81a1d269d4 Mon Sep 17 00:00:00 2001
From: Claude <noreply@anthropic.com>
Date: Sat, 19 Sep 2026 09:11:17 +0000
Subject: [PATCH] test: migrate `stats/base/dists/binomial/kurtosis` to
 ULP-based assertions

Resolves a part of #11352.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01NbgTEygiUMqVkNd2aUhcoU

---
type: pre_commit_static_analysis_report
description: Results of running static analysis checks when committing changes.
report:
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    status: passed
  - task: lint_editorconfig
    status: skipped
  - task: lint_markdown_pkg_readmes
    status: na
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    status: na
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    status: passed
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    status: passed
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  - task: lint_license_headers
    status: passed
---
---
 .../base/dists/binomial/kurtosis/test/test.js      | 14 ++------------
 .../dists/binomial/kurtosis/test/test.native.js    | 14 ++------------
 2 files changed, 4 insertions(+), 24 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/binomial/kurtosis/test/test.js b/lib/node_modules/@stdlib/stats/base/dists/binomial/kurtosis/test/test.js
index 8bfd42d441c9..a41a4cf028d0 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/binomial/kurtosis/test/test.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/binomial/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' );
 
 
@@ -96,8 +95,6 @@ tape( 'if provided a success probability `p` outside of `[0,1]`, the function re
 
 tape( 'the function returns the excess kurtosis of a binomial distribution', function test( t ) {
 	var expected;
-	var delta;
-	var tol;
 	var n;
 	var p;
 	var y;
@@ -108,14 +105,7 @@ tape( 'the function returns the excess kurtosis of a binomial distribution', fun
 	p = data.p;
 	for ( i = 0; i < n.length; i++ ) {
 		y = kurtosis( n[i], p[i] );
-		if ( y === expected[i] ) {
-			t.strictEqual( y, expected[i], 'n: '+n[i]+', p: '+p[i]+', y: '+y+', expected: '+expected[i] );
-		}
-		else {
-			delta = abs( y - expected[i] );
-			tol = 1.0 * EPS * abs( expected[i] );
-			t.strictEqual( delta <= tol, true, 'within tolerance. n: '+n[i]+'. p: '+p[i]+'. y: '+y+'. Expected: '+expected[i]+'. tol: '+tol+'. delta: '+delta+'.' );
-		}
+		t.strictEqual( isAlmostSameValue( y, expected[ i ], 0 ), true, 'returns expected value' );
 	}
 	t.end();
 });
diff --git a/lib/node_modules/@stdlib/stats/base/dists/binomial/kurtosis/test/test.native.js b/lib/node_modules/@stdlib/stats/base/dists/binomial/kurtosis/test/test.native.js
index b61618a1beb3..725362e49732 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/binomial/kurtosis/test/test.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/binomial/kurtosis/test/test.native.js
@@ -22,10 +22,9 @@
 
 var resolve = require( 'path' ).resolve;
 var tape = require( 'tape' );
-var abs = require( '@stdlib/math/base/special/abs' );
+var isAlmostSameValue = require( '@stdlib/assert/is-almost-same-value' );
 var PINF = require( '@stdlib/constants/float64/pinf' );
 var NINF = require( '@stdlib/constants/float64/ninf' );
-var EPS = require( '@stdlib/constants/float64/eps' );
 var tryRequire = require( '@stdlib/utils/try-require' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
 
@@ -93,8 +92,6 @@ tape( 'if provided a success probability `p` outside of `[0,1]`, the function re
 
 tape( 'the function returns the excess kurtosis of a binomial distribution', opts, function test( t ) {
 	var expected;
-	var delta;
-	var tol;
 	var n;
 	var p;
 	var y;
@@ -105,14 +102,7 @@ tape( 'the function returns the excess kurtosis of a binomial distribution', opt
 	p = data.p;
 	for ( i = 0; i < n.length; i++ ) {
 		y = kurtosis( n[i], p[i] );
-		if ( y === expected[i] ) {
-			t.strictEqual( y, expected[i], 'n: '+n[i]+', p: '+p[i]+', y: '+y+', expected: '+expected[i] );
-		}
-		else {
-			delta = abs( y - expected[i] );
-			tol = 30.0 * EPS * abs( expected[i] );
-			t.strictEqual( delta <= tol, true, 'within tolerance. n: '+n[i]+'. p: '+p[i]+'. y: '+y+'. Expected: '+expected[i]+'. tol: '+tol+'. delta: '+delta+'.' );
-		}
+		t.strictEqual( isAlmostSameValue( y, expected[ i ], 0 ), true, 'returns expected value' );
 	}
 	t.end();
 });