From 01a141b37ea722e5cb33f14742ab5d960e69ab4b Mon Sep 17 00:00:00 2001
From: hrshya <harshyadav6078@gmail.com>
Date: Sun, 12 Oct 2025 19:27:17 +0530
Subject: [PATCH 1/4] docs: replace manual for loop in examples

---
 .../base/dists/kumaraswamy/cdf/README.md      | 21 +++++++---------
 .../dists/kumaraswamy/cdf/examples/index.js   | 21 +++++++---------
 .../base/dists/kumaraswamy/kurtosis/README.md | 19 +++++++--------
 .../kumaraswamy/kurtosis/examples/index.js    | 19 +++++++--------
 .../base/dists/kumaraswamy/logcdf/README.md   | 24 ++++++++-----------
 .../kumaraswamy/logcdf/examples/index.js      | 22 +++++++----------
 .../base/dists/kumaraswamy/logpdf/README.md   | 24 ++++++++-----------
 .../kumaraswamy/logpdf/examples/index.js      | 22 +++++++----------
 .../base/dists/kumaraswamy/mean/README.md     | 19 +++++++--------
 .../dists/kumaraswamy/mean/examples/index.js  | 19 +++++++--------
 .../base/dists/kumaraswamy/median/README.md   | 19 +++++++--------
 .../kumaraswamy/median/examples/index.js      | 19 +++++++--------
 .../base/dists/kumaraswamy/mode/README.md     | 19 +++++++--------
 .../dists/kumaraswamy/mode/examples/index.js  | 19 +++++++--------
 .../base/dists/kumaraswamy/pdf/README.md      | 24 ++++++++-----------
 .../dists/kumaraswamy/pdf/examples/index.js   | 22 +++++++----------
 .../base/dists/kumaraswamy/quantile/README.md |  9 ++++---
 .../kumaraswamy/quantile/examples/index.js    |  9 ++++---
 .../base/dists/kumaraswamy/skewness/README.md | 19 +++++++--------
 .../kumaraswamy/skewness/examples/index.js    | 19 +++++++--------
 .../base/dists/kumaraswamy/stdev/README.md    | 19 +++++++--------
 .../dists/kumaraswamy/stdev/examples/index.js | 19 +++++++--------
 .../base/dists/kumaraswamy/variance/README.md | 19 +++++++--------
 .../kumaraswamy/variance/examples/index.js    | 19 +++++++--------
 24 files changed, 197 insertions(+), 267 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/cdf/README.md b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/cdf/README.md
index 37f400315684..7d9809647384 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/cdf/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/cdf/README.md
@@ -143,22 +143,17 @@ y = mycdf( 0.3 );
 ```javascript
 var uniform = require( '@stdlib/random/array/uniform' );
 var EPS = require( '@stdlib/constants/float64/eps' );
+var logEachMap = require( '@stdlib/console/log-each-map' );
 var cdf = require( '@stdlib/stats/base/dists/kumaraswamy/cdf' );
 
-var a;
-var b;
-var x;
-var y;
-var i;
+var opts = {
+    'dtype': 'float64'
+};
+var x = uniform( 10, 0.0, 1.0, opts );
+var a = uniform( 10, EPS, 5.0, opts );
+var b = uniform( 10, EPS, 5.0, opts );
 
-x = uniform( 10, 0.0, 1.0 );
-a = uniform( 10, EPS, 5.0 );
-b = uniform( 10, EPS, 5.0 );
-
-for ( i = 0; i < x.length; i++ ) {
-    y = cdf( x[ i ], a[ i ], b[ i ] );
-    console.log( 'x: %d, a: %d, b: %d, F(x;a,b): %d', x[ i ].toFixed( 4 ), a[ i ].toFixed( 4 ), b[ i ].toFixed( 4 ), y.toFixed( 4 ) );
-}
+logEachMap( 'x: %0.4f, a: %0.4f, b: %0.4f, F(x;a,b): %0.4f', x, a, b, cdf );
 ```
 
 </section>
diff --git a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/cdf/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/cdf/examples/index.js
index 19ca83968c45..05c75fdc1814 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/cdf/examples/index.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/cdf/examples/index.js
@@ -19,20 +19,15 @@
 'use strict';
 
 var uniform = require( '@stdlib/random/array/uniform' );
+var logEachMap = require( '@stdlib/console/log-each-map' );
 var EPS = require( '@stdlib/constants/float64/eps' );
 var cdf = require( './../lib' );
 
-var a;
-var b;
-var x;
-var y;
-var i;
+var opts = {
+	'dtype': 'float64'
+};
+var x = uniform( 10, 0.0, 1.0, opts );
+var a = uniform( 10, EPS, 5.0, opts );
+var b = uniform( 10, EPS, 5.0, opts );
 
-x = uniform( 10, 0.0, 1.0 );
-a = uniform( 10, EPS, 5.0 );
-b = uniform( 10, EPS, 5.0 );
-
-for ( i = 0; i < x.length; i++ ) {
-	y = cdf( x[ i ], a[ i ], b[ i ] );
-	console.log( 'x: %d, a: %d, b: %d, F(x;a,b): %d', x[ i ].toFixed( 4 ), a[ i ].toFixed( 4 ), b[ i ].toFixed( 4 ), y.toFixed( 4 ) );
-}
+logEachMap( 'x: %0.4f, a: %0.4f, b: %0.4f, F(x;a,b): %0.4f', x, a, b, cdf );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/kurtosis/README.md b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/kurtosis/README.md
index 05863856bc97..42bb61a4b56a 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/kurtosis/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/kurtosis/README.md
@@ -138,20 +138,17 @@ y = kurtosis( 0.5, 0.0 );
 <!-- eslint no-undef: "error" -->
 
 ```javascript
-var randu = require( '@stdlib/random/base/randu' );
+var uniform = require( '@stdlib/random/array/uniform' );
+var logEachMap = require( '@stdlib/console/log-each-map' );
 var kurtosis = require( '@stdlib/stats/base/dists/kumaraswamy/kurtosis' );
 
-var a;
-var b;
-var v;
-var i;
+var opts = {
+    'dtype': 'float64'
+};
+var a = uniform( 10, EPS, 10.0, opts );
+var b = uniform( 10, EPS, 10.0, opts );
 
-for ( i = 0; i < 10; i++ ) {
-    a = randu() * 10.0;
-    b = randu() * 10.0;
-    v = kurtosis( a, b );
-    console.log( 'a: %d, b: %d, Kurt(X;a,b): %d', a.toFixed( 4 ), b.toFixed( 4 ), v.toFixed( 4 ) );
-}
+logEachMap( 'a: %0.4f, b: %0.4f, Kurt(X;a,b): %0.4f', a, b, kurtosis );
 ```
 
 </section>
diff --git a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/kurtosis/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/kurtosis/examples/index.js
index 8388955b9435..445eacbc4d3e 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/kurtosis/examples/index.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/kurtosis/examples/index.js
@@ -18,17 +18,14 @@
 
 'use strict';
 
-var randu = require( '@stdlib/random/base/randu' );
+var uniform = require( '@stdlib/random/array/uniform' );
+var logEachMap = require( '@stdlib/console/log-each-map' );
 var kurtosis = require( './../lib' );
 
-var a;
-var b;
-var v;
-var i;
+var opts = {
+	'dtype': 'float64'
+};
+var a = uniform( 10, EPS, 10.0, opts );
+var b = uniform( 10, EPS, 10.0, opts );
 
-for ( i = 0; i < 10; i++ ) {
-	a = randu() * 10.0;
-	b = randu() * 10.0;
-	v = kurtosis( a, b );
-	console.log( 'a: %d, b: %d, Kurt(X;a,b): %d', a.toFixed( 4 ), b.toFixed( 4 ), v.toFixed( 4 ) );
-}
+logEachMap( 'a: %0.4f, b: %0.4f, Kurt(X;a,b): %0.4f', a, b, kurtosis );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/logcdf/README.md b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/logcdf/README.md
index 371c63f9caf3..38abca4b56d7 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/logcdf/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/logcdf/README.md
@@ -151,23 +151,19 @@ y = mylogcdf( 0.3 );
 <!-- eslint no-undef: "error" -->
 
 ```javascript
-var randu = require( '@stdlib/random/base/randu' );
 var EPS = require( '@stdlib/constants/float64/eps' );
+var uniform = require( '@stdlib/random/array/uniform' );
+var logEachMap = require( '@stdlib/console/log-each-map' );
 var logcdf = require( '@stdlib/stats/base/dists/kumaraswamy/logcdf' );
 
-var a;
-var b;
-var x;
-var y;
-var i;
-
-for ( i = 0; i < 10; i++ ) {
-    x = randu();
-    a = ( randu()*5.0 ) + EPS;
-    b = ( randu()*5.0 ) + EPS;
-    y = logcdf( x, a, b );
-    console.log( 'x: %d, a: %d, b: %d, ln(F(x;a,b)): %d', x.toFixed( 4 ), a.toFixed( 4 ), b.toFixed( 4 ), y.toFixed( 4 ) );
-}
+var opts = {
+    'dtype': 'float64'
+};
+var x = uniform( 10, 0.0, 1.0, opts );
+var a = uniform( 10, EPS, 5.0, opts );
+var b = uniform( 10, EPS, 5.0, opts );
+
+logEachMap( 'x: %0.4f, a: %0.4f, b: %0.4f, ln(F(x;a,b)): %0.4f', x, a, b, logcdf );
 ```
 
 </section>
diff --git a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/logcdf/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/logcdf/examples/index.js
index babe228420e5..0f60c259c975 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/logcdf/examples/index.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/logcdf/examples/index.js
@@ -18,20 +18,16 @@
 
 'use strict';
 
-var randu = require( '@stdlib/random/base/randu' );
+var uniform = require( '@stdlib/random/array/uniform' );
+var logEachMap = require( '@stdlib/console/log-each-map' );
 var EPS = require( '@stdlib/constants/float64/eps' );
 var logcdf = require( './../lib' );
 
-var a;
-var b;
-var x;
-var y;
-var i;
+var opts = {
+	'dtype': 'float64'
+};
+var x = uniform( 10, 0.0, 1.0, opts );
+var a = uniform( 10, EPS, 5.0, opts );
+var b = uniform( 10, EPS, 5.0, opts );
 
-for ( i = 0; i < 10; i++ ) {
-	x = randu();
-	a = ( randu()*5.0 ) + EPS;
-	b = ( randu()*5.0 ) + EPS;
-	y = logcdf( x, a, b );
-	console.log( 'x: %d, a: %d, b: %d, ln(F(x;a,b)): %d', x.toFixed( 4 ), a.toFixed( 4 ), b.toFixed( 4 ), y.toFixed( 4 ) );
-}
+logEachMap( 'x: %0.4f, a: %0.4f, b: %0.4f, ln(F(x;a,b)): %0.4f', x, a, b, logcdf );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/logpdf/README.md b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/logpdf/README.md
index 93cf6c5a3b65..2654d43943d5 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/logpdf/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/logpdf/README.md
@@ -151,23 +151,19 @@ y = mylogpdf( 0.3 );
 <!-- eslint no-undef: "error" -->
 
 ```javascript
-var randu = require( '@stdlib/random/base/randu' );
 var EPS = require( '@stdlib/constants/float64/eps' );
+var uniform = require( '@stdlib/random/array/uniform' );
+var logEachMap = require( '@stdlib/console/log-each-map' );
 var logpdf = require( '@stdlib/stats/base/dists/kumaraswamy/logpdf' );
 
-var a;
-var b;
-var x;
-var y;
-var i;
-
-for ( i = 0; i < 10; i++ ) {
-    x = randu();
-    a = ( randu()*5.0 ) + EPS;
-    b = ( randu()*5.0 ) + EPS;
-    y = logpdf( x, a, b );
-    console.log( 'x: %d, a: %d, b: %d, ln(f(x;a,b)): %d', x.toFixed( 4 ), a.toFixed( 4 ), b.toFixed( 4 ), y.toFixed( 4 ) );
-}
+var opts = {
+    'dtype': 'float64'
+};
+var x = uniform( 10, 0.0, 1.0, opts );
+var a = uniform( 10, EPS, 5.0, opts );
+var b = uniform( 10, EPS, 5.0, opts );
+
+logEachMap( 'x: %0.4f, a: %0.4f, b: %0.4f, ln(f(x;a,b)): %0.4f', x, a, b, logpdf );
 ```
 
 </section>
diff --git a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/logpdf/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/logpdf/examples/index.js
index 57cbd6ccb83b..f32b591bd42c 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/logpdf/examples/index.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/logpdf/examples/index.js
@@ -18,20 +18,16 @@
 
 'use strict';
 
-var randu = require( '@stdlib/random/base/randu' );
+var uniform = require( '@stdlib/random/array/uniform' );
+var logEachMap = require( '@stdlib/console/log-each-map' );
 var EPS = require( '@stdlib/constants/float64/eps' );
 var logpdf = require( './../lib' );
 
-var a;
-var b;
-var x;
-var y;
-var i;
+var opts = {
+	'dtype': 'float64'
+};
+var x = uniform( 10, 0.0, 1.0, opts );
+var a = uniform( 10, EPS, 5.0, opts );
+var b = uniform( 10, EPS, 5.0, opts );
 
-for ( i = 0; i < 10; i++ ) {
-	x = randu();
-	a = ( randu()*5.0 ) + EPS;
-	b = ( randu()*5.0 ) + EPS;
-	y = logpdf( x, a, b );
-	console.log( 'x: %d, a: %d, b: %d, ln(f(x;a,b)): %d', x.toFixed( 4 ), a.toFixed( 4 ), b.toFixed( 4 ), y.toFixed( 4 ) );
-}
+logEachMap( 'x: %0.4f, a: %0.4f, b: %0.4f, ln(f(x;a,b)): %0.4f', x, a, b, logpdf );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/mean/README.md b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/mean/README.md
index 3743ea89c6dc..26606932844d 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/mean/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/mean/README.md
@@ -123,20 +123,17 @@ y = mean( 2.0, 0.0 );
 <!-- eslint no-undef: "error" -->
 
 ```javascript
-var randu = require( '@stdlib/random/base/randu' );
+var uniform = require( '@stdlib/random/array/uniform' );
+var logEachMap = require( '@stdlib/console/log-each-map' );
 var mean = require( '@stdlib/stats/base/dists/kumaraswamy/mean' );
 
-var a;
-var b;
-var v;
-var i;
+var opts = {
+    'dtype': 'float64'
+};
+var a = uniform( 10, EPS, 10.0, opts );
+var b = uniform( 10, EPS, 10.0, opts );
 
-for ( i = 0; i < 10; i++ ) {
-    a = randu() * 10.0;
-    b = randu() * 10.0;
-    v = mean( a, b );
-    console.log( 'a: %d, b: %d, E(X;a,b): %d', a.toFixed( 4 ), b.toFixed( 4 ), v.toFixed( 4 ) );
-}
+logEachMap( 'a: %0.4f, b: %0.4f, E(X;a,b): %0.4f', a, b, mean );
 ```
 
 </section>
diff --git a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/mean/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/mean/examples/index.js
index aaeb580621bc..d5e8830b09d5 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/mean/examples/index.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/mean/examples/index.js
@@ -18,17 +18,14 @@
 
 'use strict';
 
-var randu = require( '@stdlib/random/base/randu' );
+var uniform = require( '@stdlib/random/array/uniform' );
+var logEachMap = require( '@stdlib/console/log-each-map' );
 var mean = require( './../lib' );
 
-var a;
-var b;
-var v;
-var i;
+var opts = {
+	'dtype': 'float64'
+};
+var a = uniform( 10, EPS, 10.0, opts );
+var b = uniform( 10, EPS, 10.0, opts );
 
-for ( i = 0; i < 10; i++ ) {
-	a = randu() * 10.0;
-	b = randu() * 10.0;
-	v = mean( a, b );
-	console.log( 'a: %d, b: %d, E(X;a,b): %d', a.toFixed( 4 ), b.toFixed( 4 ), v.toFixed( 4 ) );
-}
+logEachMap( 'a: %0.4f, b: %0.4f, E(X;a,b): %0.4f', a, b, mean );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/median/README.md b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/median/README.md
index ebcd1a14ef14..eb3e8b73cded 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/median/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/median/README.md
@@ -123,20 +123,17 @@ y = median( 0.5, 0.0 );
 <!-- eslint no-undef: "error" -->
 
 ```javascript
-var randu = require( '@stdlib/random/base/randu' );
+var uniform = require( '@stdlib/random/array/uniform' );
+var logEachMap = require( '@stdlib/console/log-each-map' );
 var median = require( '@stdlib/stats/base/dists/kumaraswamy/median' );
 
-var a;
-var b;
-var v;
-var i;
+var opts = {
+    'dtype': 'float64'
+};
+var a = uniform( 10, EPS, 10.0, opts );
+var b = uniform( 10, EPS, 10.0, opts );
 
-for ( i = 0; i < 10; i++ ) {
-    a = randu() * 10.0;
-    b = randu() * 10.0;
-    v = median( a, b );
-    console.log( 'a: %d, b: %d, Median(X;a,b): %d', a.toFixed( 4 ), b.toFixed( 4 ), v.toFixed( 4 ) );
-}
+logEachMap( 'a: %0.4f, b: %0.4f, Median(X;a,b): %0.4f', a, b, median );
 ```
 
 </section>
diff --git a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/median/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/median/examples/index.js
index 6db8d770f02b..9086452d745e 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/median/examples/index.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/median/examples/index.js
@@ -18,17 +18,14 @@
 
 'use strict';
 
-var randu = require( '@stdlib/random/base/randu' );
+var uniform = require( '@stdlib/random/array/uniform' );
+var logEachMap = require( '@stdlib/console/log-each-map' );
 var median = require( './../lib' );
 
-var a;
-var b;
-var v;
-var i;
+var opts = {
+	'dtype': 'float64'
+};
+var a = uniform( 10, EPS, 10.0, opts );
+var b = uniform( 10, EPS, 10.0, opts );
 
-for ( i = 0; i < 10; i++ ) {
-	a = randu() * 10.0;
-	b = randu() * 10.0;
-	v = median( a, b );
-	console.log( 'a: %d, b: %d, Median(X;a,b): %d', a.toFixed( 4 ), b.toFixed( 4 ), v.toFixed( 4 ) );
-}
+logEachMap( 'a: %0.4f, b: %0.4f, Median(X;a,b): %0.4f', a, b, median );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/mode/README.md b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/mode/README.md
index 1e94bd5f2379..8baac4b4bccb 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/mode/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/mode/README.md
@@ -130,20 +130,17 @@ y = mode( 2.0, 0.0 );
 <!-- eslint no-undef: "error" -->
 
 ```javascript
-var randu = require( '@stdlib/random/base/randu' );
+var uniform = require( '@stdlib/random/array/uniform' );
+var logEachMap = require( '@stdlib/console/log-each-map' );
 var mode = require( '@stdlib/stats/base/dists/kumaraswamy/mode' );
 
-var a;
-var b;
-var v;
-var i;
+var opts = {
+    'dtype': 'float64'
+};
+var a = uniform( 10, EPS, 10.0, opts );
+var b = uniform( 10, EPS, 10.0, opts );
 
-for ( i = 0; i < 10; i++ ) {
-    a = randu() * 10.0;
-    b = randu() * 10.0;
-    v = mode( a, b );
-    console.log( 'a: %d, b: %d, mode(X;a,b): %d', a.toFixed( 4 ), b.toFixed( 4 ), v.toFixed( 4 ) );
-}
+logEachMap( 'a: %0.4f, b: %0.4f, mode(X;a,b): %0.4f', a, b, mode );
 ```
 
 </section>
diff --git a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/mode/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/mode/examples/index.js
index 90f484649fa0..d29bc4715c44 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/mode/examples/index.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/mode/examples/index.js
@@ -18,17 +18,14 @@
 
 'use strict';
 
-var randu = require( '@stdlib/random/base/randu' );
+var uniform = require( '@stdlib/random/array/uniform' );
+var logEachMap = require( '@stdlib/console/log-each-map' );
 var mode = require( './../lib' );
 
-var a;
-var b;
-var v;
-var i;
+var opts = {
+	'dtype': 'float64'
+};
+var a = uniform( 10, EPS, 10.0, opts );
+var b = uniform( 10, EPS, 10.0, opts );
 
-for ( i = 0; i < 10; i++ ) {
-	a = randu() * 10.0;
-	b = randu() * 10.0;
-	v = mode( a, b );
-	console.log( 'a: %d, b: %d, mode(X;a,b): %d', a.toFixed( 4 ), b.toFixed( 4 ), v.toFixed( 4 ) );
-}
+logEachMap( 'a: %0.4f, b: %0.4f, mode(X;a,b): %0.4f', a, b, mode );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/pdf/README.md b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/pdf/README.md
index f83bf4c4280e..9913b84c71f8 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/pdf/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/pdf/README.md
@@ -141,23 +141,19 @@ y = mypdf( 0.3 );
 <!-- eslint no-undef: "error" -->
 
 ```javascript
-var randu = require( '@stdlib/random/base/randu' );
+var uniform = require( '@stdlib/random/array/uniform' );
 var EPS = require( '@stdlib/constants/float64/eps' );
+var logEachMap = require( '@stdlib/console/log-each-map' );
 var pdf = require( '@stdlib/stats/base/dists/kumaraswamy/pdf' );
 
-var a;
-var b;
-var x;
-var y;
-var i;
-
-for ( i = 0; i < 10; i++ ) {
-    x = randu();
-    a = ( randu()*5.0 ) + EPS;
-    b = ( randu()*5.0 ) + EPS;
-    y = pdf( x, a, b );
-    console.log( 'x: %d, a: %d, b: %d, f(x;a,b): %d', x.toFixed( 4 ), a.toFixed( 4 ), b.toFixed( 4 ), y.toFixed( 4 ) );
-}
+var opts = {
+    'dtype': 'float64'
+};
+var x = uniform( 10, 0.0, 1.0, opts );
+var a = uniform( 10, EPS, 5.0, opts );
+var b = uniform( 10, EPS, 5.0, opts );
+
+logEachMap( 'x: %0.4f, a: %0.4f, b: %0.4f, f(x;a,b): %0.4f', x, a, b, pdf );
 ```
 
 </section>
diff --git a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/pdf/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/pdf/examples/index.js
index 10be8db07f14..9006913102f8 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/pdf/examples/index.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/pdf/examples/index.js
@@ -18,20 +18,16 @@
 
 'use strict';
 
-var randu = require( '@stdlib/random/base/randu' );
+var uniform = require( '@stdlib/random/array/uniform' );
+var logEachMap = require( '@stdlib/console/log-each-map' );
 var EPS = require( '@stdlib/constants/float64/eps' );
 var pdf = require( './../lib' );
 
-var a;
-var b;
-var x;
-var y;
-var i;
+var opts = {
+    'dtype': 'float64'
+};
+var x = uniform( 10, 0.0, 1.0, opts );
+var a = uniform( 10, EPS, 5.0, opts );
+var b = uniform( 10, EPS, 5.0, opts );
 
-for ( i = 0; i < 10; i++ ) {
-	x = randu();
-	a = ( randu()*5.0 ) + EPS;
-	b = ( randu()*5.0 ) + EPS;
-	y = pdf( x, a, b );
-	console.log( 'x: %d, a: %d, b: %d, f(x;a,b): %d', x.toFixed( 4 ), a.toFixed( 4 ), b.toFixed( 4 ), y.toFixed( 4 ) );
-}
+logEachMap( 'x: %0.4f, a: %0.4f, b: %0.4f, f(x;a,b): %0.4f', x, a, b, pdf );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/quantile/README.md b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/quantile/README.md
index 790ace2f67a7..450754b0c4aa 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/quantile/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/quantile/README.md
@@ -144,9 +144,12 @@ var EPS = require( '@stdlib/constants/float64/eps' );
 var logEachMap = require( '@stdlib/console/log-each-map' );
 var quantile = require( '@stdlib/stats/base/dists/kumaraswamy/quantile' );
 
-var p = uniform( 10, 0.0, 1.0 );
-var a = uniform( 10, EPS, 5.0 );
-var b = uniform( 10, EPS, 5.0 );
+var opts = {
+    'dtype': 'float64'
+};
+var p = uniform( 10, 0.0, 1.0, opts );
+var a = uniform( 10, EPS, 5.0, opts );
+var b = uniform( 10, EPS, 5.0, opts );
 
 logEachMap( 'p: %0.4f, a: %0.4f, b: %0.4f, Q(p;a,b): %0.4f', p, a, b, quantile );
 ```
diff --git a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/quantile/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/quantile/examples/index.js
index 667a70687650..c2f9eab296b7 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/quantile/examples/index.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/quantile/examples/index.js
@@ -23,8 +23,11 @@ var EPS = require( '@stdlib/constants/float64/eps' );
 var logEachMap = require( '@stdlib/console/log-each-map' );
 var quantile = require( './../lib' );
 
-var p = uniform( 10, 0.0, 1.0 );
-var a = uniform( 10, EPS, 5.0 );
-var b = uniform( 10, EPS, 5.0 );
+var opts = {
+    'dtype': 'float64'
+};
+var p = uniform( 10, 0.0, 1.0, opts );
+var a = uniform( 10, EPS, 5.0, opts );
+var b = uniform( 10, EPS, 5.0, opts );
 
 logEachMap( 'p: %0.4f, a: %0.4f, b: %0.4f, Q(p;a,b): %0.4f', p, a, b, quantile );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/skewness/README.md b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/skewness/README.md
index ef9afc8c2c88..0f8124cd819f 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/skewness/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/skewness/README.md
@@ -138,20 +138,17 @@ y = skewness( 0.5, 0.0 );
 <!-- eslint no-undef: "error" -->
 
 ```javascript
-var randu = require( '@stdlib/random/base/randu' );
+var uniform = require( '@stdlib/random/array/uniform' );
+var logEachMap = require( '@stdlib/console/log-each-map' );
 var skewness = require( '@stdlib/stats/base/dists/kumaraswamy/skewness' );
 
-var a;
-var b;
-var v;
-var i;
+var opts = {
+    'dtype': 'float64'
+};
+var a = uniform( 10, EPS, 10.0, opts );
+var b = uniform( 10, EPS, 10.0, opts );
 
-for ( i = 0; i < 10; i++ ) {
-    a = randu() * 10.0;
-    b = randu() * 10.0;
-    v = skewness( a, b );
-    console.log( 'a: %d, b: %d, skew(X;a,b): %d', a.toFixed( 4 ), b.toFixed( 4 ), v.toFixed( 4 ) );
-}
+logEachMap( 'a: %0.4f, b: %0.4f, skew(X;a,b): %0.4f', a, b, skewness );
 ```
 
 </section>
diff --git a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/skewness/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/skewness/examples/index.js
index 4548d05135a6..ff1decd0f6c9 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/skewness/examples/index.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/skewness/examples/index.js
@@ -18,17 +18,14 @@
 
 'use strict';
 
-var randu = require( '@stdlib/random/base/randu' );
+var uniform = require( '@stdlib/random/array/uniform' );
+var logEachMap = require( '@stdlib/console/log-each-map' );
 var skewness = require( './../lib' );
 
-var a;
-var b;
-var v;
-var i;
+var opts = {
+    'dtype': 'float64'
+};
+var a = uniform( 10, EPS, 10.0, opts );
+var b = uniform( 10, EPS, 10.0, opts );
 
-for ( i = 0; i < 10; i++ ) {
-	a = randu() * 10.0;
-	b = randu() * 10.0;
-	v = skewness( a, b );
-	console.log( 'a: %d, b: %d, skew(X;a,b): %d', a.toFixed( 4 ), b.toFixed( 4 ), v.toFixed( 4 ) );
-}
+logEachMap( 'a: %0.4f, b: %0.4f, skew(X;a,b): %0.4f', a, b, skewness );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/stdev/README.md b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/stdev/README.md
index b6aabff1ae61..0d2e6219b660 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/stdev/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/stdev/README.md
@@ -138,20 +138,17 @@ y = stdev( 0.5, 0.0 );
 <!-- eslint no-undef: "error" -->
 
 ```javascript
-var randu = require( '@stdlib/random/base/randu' );
+var uniform = require( '@stdlib/random/array/uniform' );
+var logEachMap = require( '@stdlib/console/log-each-map' );
 var stdev = require( '@stdlib/stats/base/dists/kumaraswamy/stdev' );
 
-var a;
-var b;
-var v;
-var i;
+var opts = {
+    'dtype': 'float64'
+};
+var a = uniform( 10, EPS, 10.0, opts );
+var b = uniform( 10, EPS, 10.0, opts );
 
-for ( i = 0; i < 10; i++ ) {
-    a = randu() * 10.0;
-    b = randu() * 10.0;
-    v = stdev( a, b );
-    console.log( 'a: %d, b: %d, SD(X;a,b): %d', a.toFixed( 4 ), b.toFixed( 4 ), v.toFixed( 4 ) );
-}
+logEachMap( 'a: %0.4f, b: %0.4f, SD(X;a,b): %0.4f', a, b, stdev );
 ```
 
 </section>
diff --git a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/stdev/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/stdev/examples/index.js
index 16147511b2b6..efe5432fee88 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/stdev/examples/index.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/stdev/examples/index.js
@@ -18,17 +18,14 @@
 
 'use strict';
 
-var randu = require( '@stdlib/random/base/randu' );
+var uniform = require( '@stdlib/random/array/uniform' );
+var logEachMap = require( '@stdlib/console/log-each-map' );
 var stdev = require( './../lib' );
 
-var a;
-var b;
-var v;
-var i;
+var opts = {
+	'dtype': 'float64'
+};
+var a = uniform( 10, EPS, 10.0, opts );
+var b = uniform( 10, EPS, 10.0, opts );
 
-for ( i = 0; i < 10; i++ ) {
-	a = randu() * 10.0;
-	b = randu() * 10.0;
-	v = stdev( a, b );
-	console.log( 'a: %d, b: %d, SD(X;a,b): %d', a.toFixed( 4 ), b.toFixed( 4 ), v.toFixed( 4 ) );
-}
+logEachMap( 'a: %0.4f, b: %0.4f, SD(X;a,b): %0.4f', a, b, stdev );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/variance/README.md b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/variance/README.md
index 229dc07b0819..8a180ed2b6e7 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/variance/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/variance/README.md
@@ -138,20 +138,17 @@ y = variance( 0.5, 0.0 );
 <!-- eslint no-undef: "error" -->
 
 ```javascript
-var randu = require( '@stdlib/random/base/randu' );
+var uniform = require( '@stdlib/random/array/uniform' );
+var logEachMap = require( '@stdlib/console/log-each-map' );
 var variance = require( '@stdlib/stats/base/dists/kumaraswamy/variance' );
 
-var a;
-var b;
-var v;
-var i;
+var opts = {
+    'dtype': 'float64'
+};
+var a = uniform( 10, EPS, 10.0, opts );
+var b = uniform( 10, EPS, 10.0, opts );
 
-for ( i = 0; i < 10; i++ ) {
-    a = randu() * 10.0;
-    b = randu() * 10.0;
-    v = variance( a, b );
-    console.log( 'a: %d, b: %d, Var(X;a,b): %d', a.toFixed( 4 ), b.toFixed( 4 ), v.toFixed( 4 ) );
-}
+logEachMap( 'a: %0.4f, b: %0.4f, Var(X;a,b): %0.4f', a, b, variance );
 ```
 
 </section>
diff --git a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/variance/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/variance/examples/index.js
index 25e6cd631eae..d827d9c3fd38 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/variance/examples/index.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/variance/examples/index.js
@@ -18,17 +18,14 @@
 
 'use strict';
 
-var randu = require( '@stdlib/random/base/randu' );
+var uniform = require( '@stdlib/random/array/uniform' );
+var logEachMap = require( '@stdlib/console/log-each-map' );
 var variance = require( './../lib' );
 
-var a;
-var b;
-var v;
-var i;
+var opts = {
+	'dtype': 'float64'
+};
+var a = uniform( 10, EPS, 10.0, opts );
+var b = uniform( 10, EPS, 10.0, opts );
 
-for ( i = 0; i < 10; i++ ) {
-	a = randu() * 10.0;
-	b = randu() * 10.0;
-	v = variance( a, b );
-	console.log( 'a: %d, b: %d, Var(X;a,b): %d', a.toFixed( 4 ), b.toFixed( 4 ), v.toFixed( 4 ) );
-}
+logEachMap( 'a: %0.4f, b: %0.4f, Var(X;a,b): %0.4f', a, b, variance );

From 4d71a421678ad0d8b3cbe9d539d54098ca8cfe9a Mon Sep 17 00:00:00 2001
From: hrshya <harshyadav6078@gmail.com>
Date: Sun, 12 Oct 2025 22:18:55 +0530
Subject: [PATCH 2/4] fix: removes eps

---
 .../@stdlib/stats/base/dists/kumaraswamy/kurtosis/README.md | 4 ++--
 .../stats/base/dists/kumaraswamy/kurtosis/examples/index.js | 4 ++--
 .../@stdlib/stats/base/dists/kumaraswamy/mean/README.md     | 4 ++--
 .../stats/base/dists/kumaraswamy/mean/examples/index.js     | 4 ++--
 .../@stdlib/stats/base/dists/kumaraswamy/median/README.md   | 4 ++--
 .../stats/base/dists/kumaraswamy/median/examples/index.js   | 4 ++--
 .../@stdlib/stats/base/dists/kumaraswamy/mode/README.md     | 4 ++--
 .../stats/base/dists/kumaraswamy/mode/examples/index.js     | 4 ++--
 .../@stdlib/stats/base/dists/kumaraswamy/skewness/README.md | 4 ++--
 .../stats/base/dists/kumaraswamy/skewness/examples/index.js | 6 +++---
 .../@stdlib/stats/base/dists/kumaraswamy/stdev/README.md    | 4 ++--
 .../stats/base/dists/kumaraswamy/stdev/examples/index.js    | 4 ++--
 .../@stdlib/stats/base/dists/kumaraswamy/variance/README.md | 4 ++--
 .../stats/base/dists/kumaraswamy/variance/examples/index.js | 4 ++--
 14 files changed, 29 insertions(+), 29 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/kurtosis/README.md b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/kurtosis/README.md
index 42bb61a4b56a..beb9fe352f24 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/kurtosis/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/kurtosis/README.md
@@ -145,8 +145,8 @@ var kurtosis = require( '@stdlib/stats/base/dists/kumaraswamy/kurtosis' );
 var opts = {
     'dtype': 'float64'
 };
-var a = uniform( 10, EPS, 10.0, opts );
-var b = uniform( 10, EPS, 10.0, opts );
+var a = uniform( 10, 0.0, 10.0, opts );
+var b = uniform( 10, 0.0, 10.0, opts );
 
 logEachMap( 'a: %0.4f, b: %0.4f, Kurt(X;a,b): %0.4f', a, b, kurtosis );
 ```
diff --git a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/kurtosis/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/kurtosis/examples/index.js
index 445eacbc4d3e..ac6eaf5fcf1a 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/kurtosis/examples/index.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/kurtosis/examples/index.js
@@ -25,7 +25,7 @@ var kurtosis = require( './../lib' );
 var opts = {
 	'dtype': 'float64'
 };
-var a = uniform( 10, EPS, 10.0, opts );
-var b = uniform( 10, EPS, 10.0, opts );
+var a = uniform( 10, 0.0, 10.0, opts );
+var b = uniform( 10, 0.0, 10.0, opts );
 
 logEachMap( 'a: %0.4f, b: %0.4f, Kurt(X;a,b): %0.4f', a, b, kurtosis );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/mean/README.md b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/mean/README.md
index 26606932844d..9d9f8ced3047 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/mean/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/mean/README.md
@@ -130,8 +130,8 @@ var mean = require( '@stdlib/stats/base/dists/kumaraswamy/mean' );
 var opts = {
     'dtype': 'float64'
 };
-var a = uniform( 10, EPS, 10.0, opts );
-var b = uniform( 10, EPS, 10.0, opts );
+var a = uniform( 10, 0.0, 10.0, opts );
+var b = uniform( 10, 0.0, 10.0, opts );
 
 logEachMap( 'a: %0.4f, b: %0.4f, E(X;a,b): %0.4f', a, b, mean );
 ```
diff --git a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/mean/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/mean/examples/index.js
index d5e8830b09d5..3b4e18c13264 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/mean/examples/index.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/mean/examples/index.js
@@ -25,7 +25,7 @@ var mean = require( './../lib' );
 var opts = {
 	'dtype': 'float64'
 };
-var a = uniform( 10, EPS, 10.0, opts );
-var b = uniform( 10, EPS, 10.0, opts );
+var a = uniform( 10, 0.0, 10.0, opts );
+var b = uniform( 10, 0.0, 10.0, opts );
 
 logEachMap( 'a: %0.4f, b: %0.4f, E(X;a,b): %0.4f', a, b, mean );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/median/README.md b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/median/README.md
index eb3e8b73cded..ac2115cb2233 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/median/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/median/README.md
@@ -130,8 +130,8 @@ var median = require( '@stdlib/stats/base/dists/kumaraswamy/median' );
 var opts = {
     'dtype': 'float64'
 };
-var a = uniform( 10, EPS, 10.0, opts );
-var b = uniform( 10, EPS, 10.0, opts );
+var a = uniform( 10, 0.0, 10.0, opts );
+var b = uniform( 10, 0.0, 10.0, opts );
 
 logEachMap( 'a: %0.4f, b: %0.4f, Median(X;a,b): %0.4f', a, b, median );
 ```
diff --git a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/median/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/median/examples/index.js
index 9086452d745e..8504e8ac7a60 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/median/examples/index.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/median/examples/index.js
@@ -25,7 +25,7 @@ var median = require( './../lib' );
 var opts = {
 	'dtype': 'float64'
 };
-var a = uniform( 10, EPS, 10.0, opts );
-var b = uniform( 10, EPS, 10.0, opts );
+var a = uniform( 10, 0.0, 10.0, opts );
+var b = uniform( 10, 0.0, 10.0, opts );
 
 logEachMap( 'a: %0.4f, b: %0.4f, Median(X;a,b): %0.4f', a, b, median );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/mode/README.md b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/mode/README.md
index 8baac4b4bccb..ea7d36a8213d 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/mode/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/mode/README.md
@@ -137,8 +137,8 @@ var mode = require( '@stdlib/stats/base/dists/kumaraswamy/mode' );
 var opts = {
     'dtype': 'float64'
 };
-var a = uniform( 10, EPS, 10.0, opts );
-var b = uniform( 10, EPS, 10.0, opts );
+var a = uniform( 10, 0.0, 10.0, opts );
+var b = uniform( 10, 0.0, 10.0, opts );
 
 logEachMap( 'a: %0.4f, b: %0.4f, mode(X;a,b): %0.4f', a, b, mode );
 ```
diff --git a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/mode/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/mode/examples/index.js
index d29bc4715c44..40ddbc232b5f 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/mode/examples/index.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/mode/examples/index.js
@@ -25,7 +25,7 @@ var mode = require( './../lib' );
 var opts = {
 	'dtype': 'float64'
 };
-var a = uniform( 10, EPS, 10.0, opts );
-var b = uniform( 10, EPS, 10.0, opts );
+var a = uniform( 10, 0.0, 10.0, opts );
+var b = uniform( 10, 0.0, 10.0, opts );
 
 logEachMap( 'a: %0.4f, b: %0.4f, mode(X;a,b): %0.4f', a, b, mode );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/skewness/README.md b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/skewness/README.md
index 0f8124cd819f..d03d9c8b8e6c 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/skewness/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/skewness/README.md
@@ -145,8 +145,8 @@ var skewness = require( '@stdlib/stats/base/dists/kumaraswamy/skewness' );
 var opts = {
     'dtype': 'float64'
 };
-var a = uniform( 10, EPS, 10.0, opts );
-var b = uniform( 10, EPS, 10.0, opts );
+var a = uniform( 10, 0.0, 10.0, opts );
+var b = uniform( 10, 0.0, 10.0, opts );
 
 logEachMap( 'a: %0.4f, b: %0.4f, skew(X;a,b): %0.4f', a, b, skewness );
 ```
diff --git a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/skewness/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/skewness/examples/index.js
index ff1decd0f6c9..15c37d0f6958 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/skewness/examples/index.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/skewness/examples/index.js
@@ -23,9 +23,9 @@ var logEachMap = require( '@stdlib/console/log-each-map' );
 var skewness = require( './../lib' );
 
 var opts = {
-    'dtype': 'float64'
+	'dtype': 'float64'
 };
-var a = uniform( 10, EPS, 10.0, opts );
-var b = uniform( 10, EPS, 10.0, opts );
+var a = uniform( 10, 0.0, 10.0, opts );
+var b = uniform( 10, 0.0, 10.0, opts );
 
 logEachMap( 'a: %0.4f, b: %0.4f, skew(X;a,b): %0.4f', a, b, skewness );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/stdev/README.md b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/stdev/README.md
index 0d2e6219b660..921e4f3709f7 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/stdev/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/stdev/README.md
@@ -145,8 +145,8 @@ var stdev = require( '@stdlib/stats/base/dists/kumaraswamy/stdev' );
 var opts = {
     'dtype': 'float64'
 };
-var a = uniform( 10, EPS, 10.0, opts );
-var b = uniform( 10, EPS, 10.0, opts );
+var a = uniform( 10, 0.0, 10.0, opts );
+var b = uniform( 10, 0.0, 10.0, opts );
 
 logEachMap( 'a: %0.4f, b: %0.4f, SD(X;a,b): %0.4f', a, b, stdev );
 ```
diff --git a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/stdev/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/stdev/examples/index.js
index efe5432fee88..220d23f06b24 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/stdev/examples/index.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/stdev/examples/index.js
@@ -25,7 +25,7 @@ var stdev = require( './../lib' );
 var opts = {
 	'dtype': 'float64'
 };
-var a = uniform( 10, EPS, 10.0, opts );
-var b = uniform( 10, EPS, 10.0, opts );
+var a = uniform( 10, 0.0, 10.0, opts );
+var b = uniform( 10, 0.0, 10.0, opts );
 
 logEachMap( 'a: %0.4f, b: %0.4f, SD(X;a,b): %0.4f', a, b, stdev );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/variance/README.md b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/variance/README.md
index 8a180ed2b6e7..417074aa94d3 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/variance/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/variance/README.md
@@ -145,8 +145,8 @@ var variance = require( '@stdlib/stats/base/dists/kumaraswamy/variance' );
 var opts = {
     'dtype': 'float64'
 };
-var a = uniform( 10, EPS, 10.0, opts );
-var b = uniform( 10, EPS, 10.0, opts );
+var a = uniform( 10, 0.0, 10.0, opts );
+var b = uniform( 10, 0.0, 10.0, opts );
 
 logEachMap( 'a: %0.4f, b: %0.4f, Var(X;a,b): %0.4f', a, b, variance );
 ```
diff --git a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/variance/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/variance/examples/index.js
index d827d9c3fd38..070ab7dd1309 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/variance/examples/index.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/variance/examples/index.js
@@ -25,7 +25,7 @@ var variance = require( './../lib' );
 var opts = {
 	'dtype': 'float64'
 };
-var a = uniform( 10, EPS, 10.0, opts );
-var b = uniform( 10, EPS, 10.0, opts );
+var a = uniform( 10, 0.0, 10.0, opts );
+var b = uniform( 10, 0.0, 10.0, opts );
 
 logEachMap( 'a: %0.4f, b: %0.4f, Var(X;a,b): %0.4f', a, b, variance );

From 67ebb5830fab34318c3a7e3c03faef3434c13814 Mon Sep 17 00:00:00 2001
From: Harsh <149176984+hrshya@users.noreply.github.com>
Date: Sun, 12 Oct 2025 22:30:03 +0530
Subject: [PATCH 3/4] fix: resolves lint issues

Signed-off-by: Harsh <149176984+hrshya@users.noreply.github.com>
---
 .../stats/base/dists/kumaraswamy/quantile/examples/index.js     | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/quantile/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/quantile/examples/index.js
index c2f9eab296b7..fea162310a39 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/quantile/examples/index.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/quantile/examples/index.js
@@ -24,7 +24,7 @@ var logEachMap = require( '@stdlib/console/log-each-map' );
 var quantile = require( './../lib' );
 
 var opts = {
-    'dtype': 'float64'
+	'dtype': 'float64'
 };
 var p = uniform( 10, 0.0, 1.0, opts );
 var a = uniform( 10, EPS, 5.0, opts );

From 5b1ff9eb558f2ce1dd469424544f424d26c86c35 Mon Sep 17 00:00:00 2001
From: Harsh <149176984+hrshya@users.noreply.github.com>
Date: Sun, 12 Oct 2025 22:30:53 +0530
Subject: [PATCH 4/4] fix: resolves lint issues

Signed-off-by: Harsh <149176984+hrshya@users.noreply.github.com>
---
 .../@stdlib/stats/base/dists/kumaraswamy/pdf/examples/index.js  | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/pdf/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/pdf/examples/index.js
index 9006913102f8..c3f5fad056ec 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/pdf/examples/index.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/pdf/examples/index.js
@@ -24,7 +24,7 @@ var EPS = require( '@stdlib/constants/float64/eps' );
 var pdf = require( './../lib' );
 
 var opts = {
-    'dtype': 'float64'
+	'dtype': 'float64'
 };
 var x = uniform( 10, 0.0, 1.0, opts );
 var a = uniform( 10, EPS, 5.0, opts );