diff --git a/lib/node_modules/@stdlib/stats/base/dists/gumbel/cdf/README.md b/lib/node_modules/@stdlib/stats/base/dists/gumbel/cdf/README.md
index e7fa9f4196b3..75a817b9945a 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/gumbel/cdf/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/gumbel/cdf/README.md
@@ -116,22 +116,18 @@ y = mycdf( -2.0 );
 <!-- 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 cdf = require( '@stdlib/stats/base/dists/gumbel/cdf' );
 
-var beta;
-var mu;
-var x;
-var y;
-var i;
-
-for ( i = 0; i < 100; i++ ) {
-    x = randu() * 10.0;
-    mu = randu() * 10.0;
-    beta = randu() * 10.0;
-    y = cdf( x, mu, beta );
-    console.log( 'x: %d, µ: %d, β: %d, F(x;µ,β): %d', x.toFixed( 4 ), mu.toFixed( 4 ), beta.toFixed( 4 ), y.toFixed( 4 ) );
-}
+var opts = {
+    'dtype': 'float64'
+};
+var beta = uniform( 100, 0.0, 10.0, opts );
+var mu = uniform( 100, 0.0, 10.0, opts );
+var x = uniform( 100, 0.0, 10.0, opts );
+
+logEachMap( 'x: %0.4f, µ: %0.4f, β: %0.4f, F(x;µ,β): %0.4f', x, mu, beta, cdf );
 ```
 
 </section>
diff --git a/lib/node_modules/@stdlib/stats/base/dists/gumbel/cdf/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/gumbel/cdf/examples/index.js
index 001215f49edf..85b01856d29a 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/gumbel/cdf/examples/index.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/gumbel/cdf/examples/index.js
@@ -18,19 +18,15 @@
 
 '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 cdf = require( './../lib' );
 
-var beta;
-var mu;
-var x;
-var y;
-var i;
+var opts = {
+	'dtype': 'float64'
+};
+var beta = uniform( 100, 0.0, 10.0, opts );
+var mu = uniform( 100, 0.0, 10.0, opts );
+var x = uniform( 100, 0.0, 10.0, opts );
 
-for ( i = 0; i < 100; i++ ) {
-	x = randu() * 10.0;
-	mu = randu() * 10.0;
-	beta = randu() * 10.0;
-	y = cdf( x, mu, beta );
-	console.log( 'x: %d, µ: %d, β: %d, F(x;µ,β): %d', x.toFixed( 4 ), mu.toFixed( 4 ), beta.toFixed( 4 ), y.toFixed( 4 ) );
-}
+logEachMap( 'x: %0.4f, µ: %0.4f, β: %0.4f, F(x;µ,β): %0.4f', x, mu, beta, cdf );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/gumbel/entropy/README.md b/lib/node_modules/@stdlib/stats/base/dists/gumbel/entropy/README.md
index aa0ab263e72f..a9ee0a3b8a5f 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/gumbel/entropy/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/gumbel/entropy/README.md
@@ -113,20 +113,17 @@ y = entropy( 0.0, -1.0 );
 <!-- 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 entropy = require( '@stdlib/stats/base/dists/gumbel/entropy' );
 
-var beta;
-var mu;
-var y;
-var i;
+var opts = {
+    'dtype': 'float64'
+};
+var beta = uniform( 10, 0.0, 20.0, opts );
+var mu = uniform( 10, -5.0, 5.0, opts );
 
-for ( i = 0; i < 10; i++ ) {
-    mu = ( randu()*10.0 ) - 5.0;
-    beta = randu() * 20.0;
-    y = entropy( mu, beta );
-    console.log( 'µ: %d, β: %d, h(X;µ,β): %d', mu.toFixed( 4 ), beta.toFixed( 4 ), y.toFixed( 4 ) );
-}
+logEachMap( 'µ: %0.4f, β: %0.4f, h(X;µ,β): %0.4f', mu, beta, entropy );
 ```
 
 </section>
diff --git a/lib/node_modules/@stdlib/stats/base/dists/gumbel/entropy/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/gumbel/entropy/examples/index.js
index 5400ec3f5ad7..7fd159ee5e67 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/gumbel/entropy/examples/index.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/gumbel/entropy/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 entropy = require( './../lib' );
 
-var beta;
-var mu;
-var y;
-var i;
+var opts = {
+	'dtype': 'float64'
+};
+var beta = uniform( 10, 0.0, 20.0, opts );
+var mu = uniform( 10, -5.0, 5.0, opts );
 
-for ( i = 0; i < 10; i++ ) {
-	mu = ( randu()*10.0 ) - 5.0;
-	beta = randu() * 20.0;
-	y = entropy( mu, beta );
-	console.log( 'µ: %d, β: %d, h(X;µ,β): %d', mu.toFixed( 4 ), beta.toFixed( 4 ), y.toFixed( 4 ) );
-}
+logEachMap( 'µ: %0.4f, β: %0.4f, h(X;µ,β): %0.4f', mu, beta, entropy );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/gumbel/kurtosis/README.md b/lib/node_modules/@stdlib/stats/base/dists/gumbel/kurtosis/README.md
index 0967438c59ef..166b68f6a03e 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/gumbel/kurtosis/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/gumbel/kurtosis/README.md
@@ -111,20 +111,17 @@ y = kurtosis( 0.0, -1.0 );
 <!-- 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/gumbel/kurtosis' );
 
-var beta;
-var mu;
-var y;
-var i;
+var opts = {
+    'dtype': 'float64'
+};
+var beta = uniform( 10, 0.0, 20.0, opts );
+var mu = uniform( 10, -5.0, 5.0, opts );
 
-for ( i = 0; i < 10; i++ ) {
-    mu = ( randu()*10.0 ) - 5.0;
-    beta = randu() * 20.0;
-    y = kurtosis( mu, beta );
-    console.log( 'µ: %d, β: %d, Kurt(X;µ,β): %d', mu.toFixed( 4 ), beta.toFixed( 4 ), y.toFixed( 4 ) );
-}
+logEachMap( 'µ: %0.4f, β: %0.4f, Kurt(X;µ,β): %0.4f', mu, beta, kurtosis );
 ```
 
 </section>
diff --git a/lib/node_modules/@stdlib/stats/base/dists/gumbel/kurtosis/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/gumbel/kurtosis/examples/index.js
index 2524ac9083d4..49d8f212d40b 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/gumbel/kurtosis/examples/index.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/gumbel/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 beta;
-var mu;
-var y;
-var i;
+var opts = {
+	'dtype': 'float64'
+};
+var beta = uniform( 10, 0.0, 20.0, opts );
+var mu = uniform( 10, -5.0, 5.0, opts );
 
-for ( i = 0; i < 10; i++ ) {
-	mu = ( randu()*10.0 ) - 5.0;
-	beta = randu() * 20.0;
-	y = kurtosis( mu, beta );
-	console.log( 'µ: %d, β: %d, Kurt(X;µ,β): %d', mu.toFixed( 4 ), beta.toFixed( 4 ), y.toFixed( 4 ) );
-}
+logEachMap( 'µ: %0.4f, β: %0.4f, Kurt(X;µ,β): %0.4f', mu, beta, kurtosis );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/gumbel/logcdf/README.md b/lib/node_modules/@stdlib/stats/base/dists/gumbel/logcdf/README.md
index a2ce77ab3652..ca3b43803444 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/gumbel/logcdf/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/gumbel/logcdf/README.md
@@ -126,22 +126,18 @@ y = mylogcdf( -2.0 );
 <!-- 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 logcdf = require( '@stdlib/stats/base/dists/gumbel/logcdf' );
 
-var beta;
-var mu;
-var x;
-var y;
-var i;
-
-for ( i = 0; i < 100; i++ ) {
-    x = randu() * 10.0;
-    mu = randu() * 10.0;
-    beta = randu() * 10.0;
-    y = logcdf( x, mu, beta );
-    console.log( 'x: %d, µ: %d, β: %d, ln(F(x;µ,β)): %d', x.toFixed( 4 ), mu.toFixed( 4 ), beta.toFixed( 4 ), y.toFixed( 4 ) );
-}
+var opts = {
+    'dtype': 'float64'
+};
+var beta = uniform( 100, 0.0, 10.0, opts );
+var mu = uniform( 100, 0.0, 10.0, opts );
+var x = uniform( 100, 0.0, 10.0, opts );
+
+logEachMap( 'x: %0.4f, µ: %0.4f, β: %0.4f, ln(F(x;µ,β)): %0.4f', x, mu, beta, logcdf );
 ```
 
 </section>
diff --git a/lib/node_modules/@stdlib/stats/base/dists/gumbel/logcdf/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/gumbel/logcdf/examples/index.js
index 5428caa0ccd8..76bf2bd9e998 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/gumbel/logcdf/examples/index.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/gumbel/logcdf/examples/index.js
@@ -18,19 +18,15 @@
 
 '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 logcdf = require( './../lib' );
 
-var beta;
-var mu;
-var x;
-var y;
-var i;
+var opts = {
+	'dtype': 'float64'
+};
+var beta = uniform( 100, 0.0, 10.0, opts );
+var mu = uniform( 100, 0.0, 10.0, opts );
+var x = uniform( 100, 0.0, 10.0, opts );
 
-for ( i = 0; i < 100; i++ ) {
-	x = randu() * 10.0;
-	mu = randu() * 10.0;
-	beta = randu() * 10.0;
-	y = logcdf( x, mu, beta );
-	console.log( 'x: %d, µ: %d, β: %d, ln(F(x;µ,β)): %d', x.toFixed( 4 ), mu.toFixed( 4 ), beta.toFixed( 4 ), y.toFixed( 4 ) );
-}
+logEachMap( 'x: %0.4f, µ: %0.4f, β: %0.4f, ln(F(x;µ,β)): %0.4f', x, mu, beta, logcdf );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/gumbel/logpdf/README.md b/lib/node_modules/@stdlib/stats/base/dists/gumbel/logpdf/README.md
index 88c7b23a6b18..0c389453383e 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/gumbel/logpdf/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/gumbel/logpdf/README.md
@@ -126,22 +126,18 @@ y = mylogpdf( 12.0 );
 <!-- 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 logpdf = require( '@stdlib/stats/base/dists/gumbel/logpdf' );
 
-var beta;
-var mu;
-var x;
-var y;
-var i;
-
-for ( i = 0; i < 10; i++ ) {
-    x = randu() * 10.0;
-    mu = randu() * 10.0;
-    beta = randu() * 10.0;
-    y = logpdf( x, mu, beta );
-    console.log( 'x: %d, µ: %d, β: %d, ln(f(x;µ,β)): %d', x, mu, beta, y );
-}
+var opts = {
+    'dtype': 'float64'
+};
+var beta = uniform( 100, 0.0, 10.0, opts );
+var mu = uniform( 100, 0.0, 10.0, opts );
+var x = uniform( 100, 0.0, 10.0, opts );
+
+logEachMap( 'x: %0.4f, µ: %0.4f, β: %0.4f, ln(f(x;µ,β)): %0.4f', x, mu, beta, logpdf );
 ```
 
 </section>
diff --git a/lib/node_modules/@stdlib/stats/base/dists/gumbel/logpdf/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/gumbel/logpdf/examples/index.js
index 4d427cbe2142..9eb02a9b28f7 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/gumbel/logpdf/examples/index.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/gumbel/logpdf/examples/index.js
@@ -18,19 +18,15 @@
 
 '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 logpdf = require( './../lib' );
 
-var beta;
-var mu;
-var x;
-var y;
-var i;
+var opts = {
+	'dtype': 'float64'
+};
+var beta = uniform( 100, 0.0, 10.0, opts );
+var mu = uniform( 100, 0.0, 10.0, opts );
+var x = uniform( 100, 0.0, 10.0, opts );
 
-for ( i = 0; i < 100; i++ ) {
-	x = randu() * 10.0;
-	mu = randu() * 10.0;
-	beta = randu() * 10.0;
-	y = logpdf( x, mu, beta );
-	console.log( 'x: %d, µ: %d, β: %d, ln(f(x;µ,β)): %d', x.toFixed( 4 ), mu.toFixed( 4 ), beta.toFixed( 4 ), y.toFixed( 4 ) );
-}
+logEachMap( 'x: %0.4f, µ: %0.4f, β: %0.4f, ln(f(x;µ,β)): %0.4f', x, mu, beta, logpdf );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/gumbel/mean/README.md b/lib/node_modules/@stdlib/stats/base/dists/gumbel/mean/README.md
index c91f58d9f4b1..8af7e51695bb 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/gumbel/mean/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/gumbel/mean/README.md
@@ -113,20 +113,17 @@ y = mean( 0.0, -1.0 );
 <!-- 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/gumbel/mean' );
 
-var beta;
-var mu;
-var y;
-var i;
+var opts = {
+    'dtype': 'float64'
+};
+var beta = uniform( 10, 0.0, 20.0, opts );
+var mu = uniform( 10, -5.0, 5.0, opts );
 
-for ( i = 0; i < 10; i++ ) {
-    mu = ( randu()*10.0 ) - 5.0;
-    beta = randu() * 20.0;
-    y = mean( mu, beta );
-    console.log( 'µ: %d, β: %d, E(X;µ,β): %d', mu.toFixed( 4 ), beta.toFixed( 4 ), y.toFixed( 4 ) );
-}
+logEachMap( 'µ: %0.4f, β: %0.4f, E(X;µ,β): %0.4f', mu, beta, mean );
 ```
 
 </section>
diff --git a/lib/node_modules/@stdlib/stats/base/dists/gumbel/mean/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/gumbel/mean/examples/index.js
index 45768ffdfdd5..893717abde05 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/gumbel/mean/examples/index.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/gumbel/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 beta;
-var mu;
-var y;
-var i;
+var opts = {
+	'dtype': 'float64'
+};
+var beta = uniform( 10, 0.0, 20.0, opts );
+var mu = uniform( 10, -5.0, 5.0, opts );
 
-for ( i = 0; i < 10; i++ ) {
-	mu = ( randu()*10.0 ) - 5.0;
-	beta = randu() * 20.0;
-	y = mean( mu, beta );
-	console.log( 'µ: %d, β: %d, E(X;µ,β): %d', mu.toFixed( 4 ), beta.toFixed( 4 ), y.toFixed( 4 ) );
-}
+logEachMap( 'µ: %0.4f, β: %0.4f, E(X;µ,β): %0.4f', mu, beta, mean );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/gumbel/median/README.md b/lib/node_modules/@stdlib/stats/base/dists/gumbel/median/README.md
index 243051d2e78d..af45e5962cd5 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/gumbel/median/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/gumbel/median/README.md
@@ -113,20 +113,17 @@ y = median( 0.0, -1.0 );
 <!-- 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/gumbel/median' );
 
-var beta;
-var mu;
-var y;
-var i;
+var opts = {
+    'dtype': 'float64'
+};
+var beta = uniform( 10, 0.0, 20.0, opts );
+var mu = uniform( 10, -5.0, 5.0, opts );
 
-for ( i = 0; i < 10; i++ ) {
-    mu = ( randu()*10.0 ) - 5.0;
-    beta = randu() * 20.0;
-    y = median( mu, beta );
-    console.log( 'µ: %d, β: %d, Median(X;µ,β): %d', mu.toFixed( 4 ), beta.toFixed( 4 ), y.toFixed( 4 ) );
-}
+logEachMap( 'µ: %0.4f, β: %0.4f, Median(X;µ,β): %0.4f', mu, beta, median );
 ```
 
 </section>
diff --git a/lib/node_modules/@stdlib/stats/base/dists/gumbel/median/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/gumbel/median/examples/index.js
index 13ae53a5cd15..ac1414185402 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/gumbel/median/examples/index.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/gumbel/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 beta;
-var mu;
-var y;
-var i;
+var opts = {
+	'dtype': 'float64'
+};
+var beta = uniform( 10, 0.0, 20.0, opts );
+var mu = uniform( 10, -5.0, 5.0, opts );
 
-for ( i = 0; i < 10; i++ ) {
-	mu = ( randu()*10.0 ) - 5.0;
-	beta = randu() * 20.0;
-	y = median( mu, beta );
-	console.log( 'µ: %d, β: %d, Median(X;µ,β): %d', mu.toFixed( 4 ), beta.toFixed( 4 ), y.toFixed( 4 ) );
-}
+logEachMap( 'µ: %0.4f, β: %0.4f, Median(X;µ,β): %0.4f', mu, beta, median );