diff --git a/lib/node_modules/@stdlib/stats/base/dists/f/pdf/README.md b/lib/node_modules/@stdlib/stats/base/dists/f/pdf/README.md
index ca2615cdcfbd..9322e3a3c92c 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/f/pdf/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/f/pdf/README.md
@@ -125,22 +125,18 @@ y = mypdf( 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 pdf = require( '@stdlib/stats/base/dists/f/pdf' );
 
-var d1;
-var d2;
-var x;
-var y;
-var i;
-
-for ( i = 0; i < 10; i++ ) {
-    x = randu() * 4.0;
-    d1 = randu() * 10.0;
-    d2 = randu() * 10.0;
-    y = pdf( x, d1, d2 );
-    console.log( 'x: %d, d1: %d, d2: %d, f(x;d1,d2): %d', x.toFixed( 4 ), d1.toFixed( 4 ), d2.toFixed( 4 ), y.toFixed( 4 ) );
-}
+var opts = {
+    'dtype': 'float64'
+};
+var x = uniform( 10, 0.0, 4.0, opts );
+var d1 = uniform( 10, 0.0, 10.0, opts );
+var d2 = uniform( 10, 0.0, 10.0, opts );
+
+logEachMap( 'x: %0.4f, d1: %0.4f, d2: %0.4f, f(x;d1,d2): %0.4f', x, d1, d2, pdf );
 ```
 
 </section>
diff --git a/lib/node_modules/@stdlib/stats/base/dists/f/pdf/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/f/pdf/examples/index.js
index 5675f828786b..8bba13a149fb 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/f/pdf/examples/index.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/f/pdf/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 pdf = require( './../lib' );
 
-var d1;
-var d2;
-var x;
-var y;
-var i;
+var opts = {
+	'dtype': 'float64'
+};
+var x = uniform( 10, 0.0, 4.0, opts );
+var d1 = uniform( 10, 0.0, 10.0, opts );
+var d2 = uniform( 10, 0.0, 10.0, opts );
 
-for ( i = 0; i < 10; i++ ) {
-	x = randu() * 4.0;
-	d1 = randu() * 10.0;
-	d2 = randu() * 10.0;
-	y = pdf( x, d1, d2 );
-	console.log( 'x: %d, d1: %d, d2: %d, f(x;d1,d2): %d', x.toFixed( 4 ), d1.toFixed( 4 ), d2.toFixed( 4 ), y.toFixed( 4 ) );
-}
+logEachMap( 'x: %0.4f, d1: %0.4f, d2: %0.4f, f(x;d1,d2): %0.4f', x, d1, d2, pdf );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/f/quantile/README.md b/lib/node_modules/@stdlib/stats/base/dists/f/quantile/README.md
index 7cb292297661..d693783c4584 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/f/quantile/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/f/quantile/README.md
@@ -136,22 +136,18 @@ y = myquantile( 0.8 );
 <!-- 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 quantile = require( '@stdlib/stats/base/dists/f/quantile' );
 
-var d1;
-var d2;
-var p;
-var y;
-var i;
-
-for ( i = 0; i < 10; i++ ) {
-    p = randu();
-    d1 = randu() * 10.0;
-    d2 = randu() * 10.0;
-    y = quantile( p, d1, d2 );
-    console.log( 'p: %d, d1: %d, d2: %d, Q(p;d1,d2): %d', p.toFixed( 4 ), d1.toFixed( 4 ), d2.toFixed( 4 ), y.toFixed( 4 ) );
-}
+var opts = {
+    'dtype': 'float64'
+};
+var p = uniform( 10, 0.0, 1.0, opts );
+var d1 = uniform( 10, 0.0, 10.0, opts );
+var d2 = uniform( 10, 0.0, 10.0, opts );
+
+logEachMap( 'p: %0.4f, d1: %0.4f, d2: %0.4f, Q(p;d1,d2): %0.4f', p, d1, d2, quantile );
 ```
 
 </section>
diff --git a/lib/node_modules/@stdlib/stats/base/dists/f/quantile/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/f/quantile/examples/index.js
index 381e7b13ffa4..ec64bd430140 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/f/quantile/examples/index.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/f/quantile/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 quantile = require( './../lib' );
 
-var d1;
-var d2;
-var p;
-var y;
-var i;
+var opts = {
+	'dtype': 'float64'
+};
+var p = uniform( 10, 0.0, 1.0, opts );
+var d1 = uniform( 10, 0.0, 10.0, opts );
+var d2 = uniform( 10, 0.0, 10.0, opts );
 
-for ( i = 0; i < 10; i++ ) {
-	p = randu();
-	d1 = randu() * 10.0;
-	d2 = randu() * 10.0;
-	y = quantile( p, d1, d2 );
-	console.log( 'p: %d, d1: %d, d2: %d, Q(p;d1,d2): %d', p.toFixed( 4 ), d1.toFixed( 4 ), d2.toFixed( 4 ), y.toFixed( 4 ) );
-}
+logEachMap( 'p: %0.4f, d1: %0.4f, d2: %0.4f, Q(p;d1,d2): %0.4f', p, d1, d2, quantile );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/f/skewness/README.md b/lib/node_modules/@stdlib/stats/base/dists/f/skewness/README.md
index d80806d7d5ff..ff97a731cc95 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/f/skewness/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/f/skewness/README.md
@@ -126,21 +126,18 @@ v = skewness( 3.0, -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 EPS = require( '@stdlib/constants/float64/eps' );
 var skewness = require( '@stdlib/stats/base/dists/f/skewness' );
 
-var d1;
-var d2;
-var v;
-var i;
+var opts = {
+    'dtype': 'float64'
+};
+var d1 = uniform( 10, EPS, 10.0, opts );
+var d2 = uniform( 10, EPS, 20.0, opts );
 
-for ( i = 0; i < 10; i++ ) {
-    d1 = ( randu()*10.0 ) + EPS;
-    d2 = ( randu()*20.0 ) + EPS;
-    v = skewness( d1, d2 );
-    console.log( 'd1: %d, d2: %d, skew(X;d1,d2): %d', d1.toFixed( 4 ), d2.toFixed( 4 ), v.toFixed( 4 ) );
-}
+logEachMap( 'd1: %0.4f, d2: %0.4f, skew(X;d1,d2): %0.4f', d1, d2, skewness );
 ```
 
 </section>
diff --git a/lib/node_modules/@stdlib/stats/base/dists/f/skewness/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/f/skewness/examples/index.js
index eada769298b0..7768d2936502 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/f/skewness/examples/index.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/f/skewness/examples/index.js
@@ -18,18 +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 EPS = require( '@stdlib/constants/float64/eps' );
 var skewness = require( './../lib' );
 
-var d1;
-var d2;
-var v;
-var i;
+var opts = {
+	'dtype': 'float64'
+};
+var d1 = uniform( 10, EPS, 10.0, opts );
+var d2 = uniform( 10, EPS, 20.0, opts );
 
-for ( i = 0; i < 10; i++ ) {
-	d1 = ( randu()*10.0 ) + EPS;
-	d2 = ( randu()*20.0 ) + EPS;
-	v = skewness( d1, d2 );
-	console.log( 'd1: %d, d2: %d, skew(X;d1,d2): %d', d1.toFixed( 4 ), d2.toFixed( 4 ), v.toFixed( 4 ) );
-}
+logEachMap( 'd1: %0.4f, d2: %0.4f, skew(X;d1,d2): %0.4f', d1, d2, skewness );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/f/stdev/README.md b/lib/node_modules/@stdlib/stats/base/dists/f/stdev/README.md
index 4821f2ed0ef6..b65256fc3fd0 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/f/stdev/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/f/stdev/README.md
@@ -123,21 +123,18 @@ v = stdev( 3.0, -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 EPS = require( '@stdlib/constants/float64/eps' );
 var stdev = require( '@stdlib/stats/base/dists/f/stdev' );
 
-var d1;
-var d2;
-var v;
-var i;
+var opts = {
+    'dtype': 'float64'
+};
+var d1 = uniform( 10, EPS, 10.0, opts );
+var d2 = uniform( 10, EPS, 20.0, opts );
 
-for ( i = 0; i < 10; i++ ) {
-    d1 = ( randu()*10.0 ) + EPS;
-    d2 = ( randu()*20.0 ) + EPS;
-    v = stdev( d1, d2 );
-    console.log( 'd1: %d, d2: %d, SD(X;d1,d2): %d', d1.toFixed( 4 ), d2.toFixed( 4 ), v.toFixed( 4 ) );
-}
+logEachMap( 'd1: %0.4f, d2: %0.4f, SD(X;d1,d2): %0.4f', d1, d2, stdev );
 ```
 
 </section>
diff --git a/lib/node_modules/@stdlib/stats/base/dists/f/stdev/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/f/stdev/examples/index.js
index 61700b58da88..401d4e06f65e 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/f/stdev/examples/index.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/f/stdev/examples/index.js
@@ -18,18 +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 EPS = require( '@stdlib/constants/float64/eps' );
 var stdev = require( './../lib' );
 
-var d1;
-var d2;
-var v;
-var i;
+var opts = {
+	'dtype': 'float64'
+};
+var d1 = uniform( 10, EPS, 10.0, opts );
+var d2 = uniform( 10, EPS, 20.0, opts );
 
-for ( i = 0; i < 10; i++ ) {
-	d1 = ( randu()*10.0 ) + EPS;
-	d2 = ( randu()*20.0 ) + EPS;
-	v = stdev( d1, d2 );
-	console.log( 'd1: %d, d2: %d, SD(X;d1,d2): %d', d1.toFixed( 4 ), d2.toFixed( 4 ), v.toFixed( 4 ) );
-}
+logEachMap( 'd1: %0.4f, d2: %0.4f, SD(X;d1,d2): %0.4f', d1, d2, stdev );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/f/variance/README.md b/lib/node_modules/@stdlib/stats/base/dists/f/variance/README.md
index 4ddf17de2356..fcc15a154e0f 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/f/variance/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/f/variance/README.md
@@ -123,21 +123,18 @@ v = variance( 3.0, -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 EPS = require( '@stdlib/constants/float64/eps' );
 var variance = require( '@stdlib/stats/base/dists/f/variance' );
 
-var d1;
-var d2;
-var v;
-var i;
+var opts = {
+    'dtype': 'float64'
+};
+var d1 = uniform( 10, EPS, 10.0, opts );
+var d2 = uniform( 10, EPS, 20.0, opts );
 
-for ( i = 0; i < 10; i++ ) {
-    d1 = ( randu()*10.0 ) + EPS;
-    d2 = ( randu()*20.0 ) + EPS;
-    v = variance( d1, d2 );
-    console.log( 'd1: %d, d2: %d, Var(X;d1,d2): %d', d1.toFixed( 4 ), d2.toFixed( 4 ), v.toFixed( 4 ) );
-}
+logEachMap( 'd1: %0.4f, d2: %0.4f, Var(X;d1,d2): %0.4f', d1, d2, variance );
 ```
 
 </section>
diff --git a/lib/node_modules/@stdlib/stats/base/dists/f/variance/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/f/variance/examples/index.js
index da3b598ca464..cb58a0b4e7d5 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/f/variance/examples/index.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/f/variance/examples/index.js
@@ -18,18 +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 EPS = require( '@stdlib/constants/float64/eps' );
 var variance = require( './../lib' );
 
-var d1;
-var d2;
-var v;
-var i;
+var opts = {
+	'dtype': 'float64'
+};
+var d1 = uniform( 10, EPS, 10.0, opts );
+var d2 = uniform( 10, EPS, 20.0, opts );
 
-for ( i = 0; i < 10; i++ ) {
-	d1 = ( randu()*10.0 ) + EPS;
-	d2 = ( randu()*20.0 ) + EPS;
-	v = variance( d1, d2 );
-	console.log( 'd1: %d, d2: %d, Var(X;d1,d2): %d', d1.toFixed( 4 ), d2.toFixed( 4 ), v.toFixed( 4 ) );
-}
+logEachMap( 'd1: %0.4f, d2: %0.4f, Var(X;d1,d2): %0.4f', d1, d2, variance );