From 7bce183dc44924ee3c947f96e5904f6cc64f1315 Mon Sep 17 00:00:00 2001
From: Shubham <b4mshubham@gmail.com>
Date: Thu, 29 Jan 2026 02:46:34 +0530
Subject: [PATCH] bench: update random value generation

---
type: pre_commit_static_analysis_report
description: Results of running static analysis checks when committing changes.
report:
  - task: lint_filenames
    status: passed
  - task: lint_editorconfig
    status: passed
  - task: lint_markdown
    status: na
  - task: lint_package_json
    status: na
  - task: lint_repl_help
    status: na
  - task: lint_javascript_src
    status: na
  - task: lint_javascript_cli
    status: na
  - task: lint_javascript_examples
    status: na
  - task: lint_javascript_tests
    status: na
  - task: lint_javascript_benchmarks
    status: passed
  - task: lint_python
    status: na
  - task: lint_r
    status: na
  - task: lint_c_src
    status: na
  - task: lint_c_examples
    status: na
  - task: lint_c_benchmarks
    status: na
  - task: lint_c_tests_fixtures
    status: na
  - task: lint_shell
    status: na
  - task: lint_typescript_declarations
    status: passed
  - task: lint_typescript_tests
    status: na
  - task: lint_license_headers
    status: passed
---
---
 .../base/dists/t/cdf/benchmark/benchmark.js   |  33 +--
 .../base/dists/t/ctor/benchmark/benchmark.js  | 200 ++++++++++--------
 .../dists/t/entropy/benchmark/benchmark.js    |  14 +-
 .../t/entropy/benchmark/benchmark.native.js   |  11 +-
 .../dists/t/kurtosis/benchmark/benchmark.js   |  14 +-
 .../t/kurtosis/benchmark/benchmark.native.js  |   3 +-
 .../dists/t/logcdf/benchmark/benchmark.js     |  33 +--
 .../dists/t/logpdf/benchmark/benchmark.js     |  11 +-
 .../t/logpdf/benchmark/benchmark.native.js    |   3 +-
 .../base/dists/t/mean/benchmark/benchmark.js  |  14 +-
 .../t/mean/benchmark/benchmark.native.js      |  16 +-
 .../dists/t/median/benchmark/benchmark.js     |  13 +-
 .../t/median/benchmark/benchmark.native.js    |  11 +-
 .../base/dists/t/mode/benchmark/benchmark.js  |  14 +-
 .../t/mode/benchmark/benchmark.native.js      |   3 +-
 .../base/dists/t/pdf/benchmark/benchmark.js   |  20 +-
 .../dists/t/pdf/benchmark/benchmark.native.js |   7 +-
 .../dists/t/quantile/benchmark/benchmark.js   |  32 +--
 .../dists/t/skewness/benchmark/benchmark.js   |  13 +-
 .../t/skewness/benchmark/benchmark.native.js  |   3 +-
 .../base/dists/t/stdev/benchmark/benchmark.js |  13 +-
 .../t/stdev/benchmark/benchmark.native.js     |   3 +-
 .../dists/t/variance/benchmark/benchmark.js   |  13 +-
 .../t/variance/benchmark/benchmark.native.js  |  11 +-
 24 files changed, 268 insertions(+), 240 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/cdf/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/t/cdf/benchmark/benchmark.js
index 257f89bf7e8f..f832ca6cc11a 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/t/cdf/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/t/cdf/benchmark/benchmark.js
@@ -21,10 +21,10 @@
 // MODULES //
 
 var bench = require( '@stdlib/bench' );
-var Float64Array = require( '@stdlib/array/float64' );
-var uniform = require( '@stdlib/random/base/uniform' );
-var discreteUniform = require( '@stdlib/random/base/discrete-uniform' );
+var uniform = require( '@stdlib/random/array/uniform' );
+var discreteUniform = require( '@stdlib/random/array/discrete-uniform' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
+var format = require( '@stdlib/string/format' );
 var pkg = require( './../package.json' ).name;
 var cdf = require( './../lib' );
 
@@ -32,20 +32,20 @@ var cdf = require( './../lib' );
 // MAIN //
 
 bench( pkg, function benchmark( b ) {
+	var opts;
 	var len;
 	var v;
 	var x;
 	var y;
 	var i;
 
-	len = 100;
-	x = new Float64Array( len );
-	v = new Float64Array( len );
-	for ( i = 0; i < len; i++ ) {
-		x[ i ] = uniform( -100.0, 0.0 );
-		v[ i ] = discreteUniform( 1, 100 );
-	}
+	opts = {
+		'dtype': 'float64'
+	};
 
+	len = 100;
+	x = uniform( len, -100.0, 0.0, opts );
+	v = discreteUniform( len, 1, 100, opts );
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
 		y = cdf( x[ i % len ], v[ i % len ] );
@@ -61,20 +61,21 @@ bench( pkg, function benchmark( b ) {
 	b.end();
 });
 
-bench( pkg+':factory', function benchmark( b ) {
+bench( format( '%s::factory', pkg ), function benchmark( b ) {
 	var mycdf;
+	var opts;
 	var len;
 	var v;
 	var x;
 	var y;
 	var i;
 
-	len = 100;
-	x = new Float64Array( len );
-	for ( i = 0; i < len; i++ ) {
-		x[ i ] = uniform( -50.0, 50.0 );
-	}
+	opts = {
+		'dtype': 'float64'
+	};
 
+	len = 100;
+	x = uniform( len, -50.0, 50.0, opts );
 	v = 3.0;
 	mycdf = cdf.factory( v );
 
diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/ctor/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/t/ctor/benchmark/benchmark.js
index d13d5ca974e9..a7e0c2172256 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/t/ctor/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/t/ctor/benchmark/benchmark.js
@@ -21,28 +21,28 @@
 // MODULES //
 
 var bench = require( '@stdlib/bench' );
-var Float64Array = require( '@stdlib/array/float64' );
-var uniform = require( '@stdlib/random/base/uniform' );
+var uniform = require( '@stdlib/random/array/uniform' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
 var EPS = require( '@stdlib/constants/float64/eps' );
+var format = require( '@stdlib/string/format' );
 var pkg = require( './../package.json' ).name;
 var T = require( './../lib' );
 
 
 // MAIN //
 
-bench( pkg+'::instantiation', function benchmark( b ) {
+bench( format( '%s::instantiation', pkg ), function benchmark( b ) {
 	var dist;
+	var opts;
 	var len;
 	var i;
 	var v;
 
 	len = 100;
-	v = new Float64Array( len );
-	for ( i = 0; i < len; i++ ) {
-		v[ i ] = uniform( EPS, 10.0 );
-	}
-
+	opts = {
+		'dtype': 'float64'
+	};
+	v = uniform( len, EPS, 10.0, opts );
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
 		dist = new T( v[ i % len ] );
@@ -58,7 +58,7 @@ bench( pkg+'::instantiation', function benchmark( b ) {
 	b.end();
 });
 
-bench( pkg+'::get:v', function benchmark( b ) {
+bench( format( '%s::get:v', pkg ), function benchmark( b ) {
 	var dist;
 	var y;
 	var i;
@@ -82,19 +82,20 @@ bench( pkg+'::get:v', function benchmark( b ) {
 	b.end();
 });
 
-bench( pkg+'::set:v', function benchmark( b ) {
+bench( format( '%s::set:v', pkg ), function benchmark( b ) {
+	var opts;
 	var dist;
 	var len;
 	var y;
 	var i;
 	var v;
 
-	len = 100;
-	y = new Float64Array( len );
-	for ( i = 0; i < len; i++ ) {
-		y[ i ] = uniform( EPS, 10.0 );
-	}
+	opts = {
+		'dtype': 'float64'
+	};
 
+	len = 100;
+	y = uniform( len, EPS, 10.0, opts );
 	v = 5.54;
 	dist = new T( v );
 
@@ -113,20 +114,21 @@ bench( pkg+'::set:v', function benchmark( b ) {
 	b.end();
 });
 
-bench( pkg+':entropy', function benchmark( b ) {
+bench( format( '%s::entropy', pkg ), function benchmark( b ) {
 	var array;
+	var opts;
 	var dist;
 	var len;
 	var y;
 	var i;
 	var v;
 
-	len = 100;
-	array = new Float64Array( len );
-	for ( i = 0; i < len; i++ ) {
-		array[ i ] = uniform( EPS, 10.0 );
-	}
+	opts = {
+		'dtype': 'float64'
+	};
 
+	len = 100;
+	array = uniform( len, EPS, 10.0, opts );
 	v = 5.54;
 	dist = new T( v );
 
@@ -146,20 +148,21 @@ bench( pkg+':entropy', function benchmark( b ) {
 	b.end();
 });
 
-bench( pkg+':kurtosis', function benchmark( b ) {
+bench( format( '%s::kurtosis', pkg ), function benchmark( b ) {
 	var array;
 	var dist;
+	var opts;
 	var len;
 	var y;
 	var i;
 	var v;
 
-	len = 100;
-	array = new Float64Array( len );
-	for ( i = 0; i < len; i++ ) {
-		array[ i ] = uniform( 2.0 + EPS, 12.0 );
-	}
+	opts = {
+		'dtype': 'float64'
+	};
 
+	len = 100;
+	array = uniform( len, 2.0 + EPS, 12.0, opts );
 	v = 5.54;
 	dist = new T( v );
 
@@ -179,20 +182,21 @@ bench( pkg+':kurtosis', function benchmark( b ) {
 	b.end();
 });
 
-bench( pkg+':mean', function benchmark( b ) {
+bench( format( '%s::mean', pkg ), function benchmark( b ) {
 	var array;
 	var dist;
+	var opts;
 	var len;
 	var y;
 	var i;
 	var v;
 
-	len = 100;
-	array = new Float64Array( len );
-	for ( i = 0; i < len; i++ ) {
-		array[ i ] = uniform( 1.0 + EPS, 11.0 );
-	}
+	opts = {
+		'dtype': 'float64'
+	};
 
+	len = 100;
+	array = uniform( len, 1.0 + EPS, 11.0, opts );
 	v = 5.54;
 	dist = new T( v );
 
@@ -212,20 +216,21 @@ bench( pkg+':mean', function benchmark( b ) {
 	b.end();
 });
 
-bench( pkg+':median', function benchmark( b ) {
+bench( format( '%s::median:median', pkg ), function benchmark( b ) {
 	var array;
 	var dist;
+	var opts;
 	var len;
 	var y;
 	var i;
 	var v;
 
-	len = 100;
-	array = new Float64Array( len );
-	for ( i = 0; i < len; i++ ) {
-		array[ i ] = uniform( EPS, 10.0 );
-	}
+	opts = {
+		'dtype': 'float64'
+	};
 
+	len = 100;
+	array = uniform( len, 1.0 + EPS, 11.0, opts );
 	v = 5.54;
 	dist = new T( v );
 
@@ -245,20 +250,21 @@ bench( pkg+':median', function benchmark( b ) {
 	b.end();
 });
 
-bench( pkg+':mode', function benchmark( b ) {
+bench( format( '%s::mode', pkg ), function benchmark( b ) {
 	var array;
 	var dist;
+	var opts;
 	var len;
 	var y;
 	var i;
 	var v;
 
-	len = 100;
-	array = new Float64Array( len );
-	for ( i = 0; i < len; i++ ) {
-		array[ i ] = uniform( 1.0 + EPS, 11.0 );
-	}
+	opts = {
+		'dtype': 'float64'
+	};
 
+	len = 100;
+	array = uniform( len, 1.0 + EPS, 11.0, opts );
 	v = 5.54;
 	dist = new T( v );
 
@@ -278,20 +284,21 @@ bench( pkg+':mode', function benchmark( b ) {
 	b.end();
 });
 
-bench( pkg+':skewness', function benchmark( b ) {
+bench( format( '%s::skewness', pkg ), function benchmark( b ) {
 	var array;
 	var dist;
+	var opts;
 	var len;
 	var y;
 	var i;
 	var v;
 
-	len = 100;
-	array = new Float64Array( len );
-	for ( i = 0; i < len; i++ ) {
-		array[ i ] = uniform( 3.0 + EPS, 13.0 );
-	}
+	opts = {
+		'dtype': 'float64'
+	};
 
+	len = 100;
+	array = uniform( len, 3.0 + EPS, 13.0, opts );
 	v = 5.54;
 	dist = new T( v );
 
@@ -311,20 +318,21 @@ bench( pkg+':skewness', function benchmark( b ) {
 	b.end();
 });
 
-bench( pkg+':stdev', function benchmark( b ) {
+bench( format( '%s::stdev', pkg ), function benchmark( b ) {
 	var array;
 	var dist;
+	var opts;
 	var len;
 	var y;
 	var i;
 	var v;
 
-	len = 100;
-	array = new Float64Array( len );
-	for ( i = 0; i < len; i++ ) {
-		array[ i ] = uniform( 1.0 + EPS, 11.0 );
-	}
+	opts = {
+		'dtype': 'float64'
+	};
 
+	len = 100;
+	array = uniform(len, 1.0 + EPS, 11.0, opts );
 	v = 5.54;
 	dist = new T( v );
 
@@ -344,20 +352,21 @@ bench( pkg+':stdev', function benchmark( b ) {
 	b.end();
 });
 
-bench( pkg+':variance', function benchmark( b ) {
+bench( format( '%s::variance', pkg ), function benchmark( b ) {
 	var array;
 	var dist;
+	var opts;
 	var len;
 	var y;
 	var i;
 	var v;
 
-	len = 100;
-	array = new Float64Array( len );
-	for ( i = 0; i < len; i++ ) {
-		array[ i ] = uniform( 1.0 + EPS, 11.0 );
-	}
+	opts = {
+		'dtype': 'float64'
+	};
 
+	len = 100;
+	array = uniform(len, 1.0 + EPS, 11.0, opts );
 	v = 5.54;
 	dist = new T( v );
 
@@ -377,20 +386,21 @@ bench( pkg+':variance', function benchmark( b ) {
 	b.end();
 });
 
-bench( pkg+':cdf', function benchmark( b ) {
+bench( format( '%s::cdf', pkg ), function benchmark( b ) {
 	var dist;
+	var opts;
 	var len;
 	var x;
 	var y;
 	var i;
 	var v;
 
-	len = 100;
-	x = new Float64Array( len );
-	for ( i = 0; i < len; i++ ) {
-		x[ i ] = uniform( 0.0, 1.0 );
-	}
+	opts = {
+		'dtype': 'float64'
+	};
 
+	len = 100;
+	x = uniform( len, 0.0, 1.0, opts );
 	v = 5.54;
 	dist = new T( v );
 
@@ -409,20 +419,21 @@ bench( pkg+':cdf', function benchmark( b ) {
 	b.end();
 });
 
-bench( pkg+':logcdf', function benchmark( b ) {
+bench( format( '%s::logcdf', pkg ), function benchmark( b ) {
 	var dist;
+	var opts;
 	var len;
 	var x;
 	var y;
 	var i;
 	var v;
 
-	len = 100;
-	x = new Float64Array( len );
-	for ( i = 0; i < len; i++ ) {
-		x[ i ] = uniform( 0.0, 1.0 );
-	}
+	opts = {
+		'dtype': 'float64'
+	};
 
+	len = 100;
+	x = uniform( len, 0.0, 1.0, opts );
 	v = 5.54;
 	dist = new T( v );
 
@@ -441,20 +452,21 @@ bench( pkg+':logcdf', function benchmark( b ) {
 	b.end();
 });
 
-bench( pkg+':logpdf', function benchmark( b ) {
+bench( format( '%s::logpdf', pkg ), function benchmark( b ) {
 	var dist;
+	var opts;
 	var len;
 	var x;
 	var y;
 	var i;
 	var v;
 
-	len = 100;
-	x = new Float64Array( len );
-	for ( i = 0; i < len; i++ ) {
-		x[ i ] = uniform( 0.0, 1.0 );
-	}
+	opts = {
+		'dtype': 'float64'
+	};
 
+	len = 100;
+	x = uniform( len, 0.0, 1.0, opts );
 	v = 5.54;
 	dist = new T( v );
 
@@ -473,20 +485,21 @@ bench( pkg+':logpdf', function benchmark( b ) {
 	b.end();
 });
 
-bench( pkg+':pdf', function benchmark( b ) {
+bench( format( '%s::pdf', pkg ), function benchmark( b ) {
 	var dist;
+	var opts;
 	var len;
 	var x;
 	var y;
 	var i;
 	var v;
 
-	len = 100;
-	x = new Float64Array( len );
-	for ( i = 0; i < len; i++ ) {
-		x[ i ] = uniform( 0.0, 1.0 );
-	}
+	opts = {
+		'dtype': 'float64'
+	};
 
+	len = 100;
+	x = uniform( len, 0.0, 1.0, opts );
 	v = 5.54;
 	dist = new T( v );
 
@@ -505,20 +518,21 @@ bench( pkg+':pdf', function benchmark( b ) {
 	b.end();
 });
 
-bench( pkg+':quantile', function benchmark( b ) {
+bench( format( '%s::quantile', pkg ), function benchmark( b ) {
 	var dist;
+	var opts;
 	var len;
 	var x;
 	var y;
 	var i;
 	var v;
 
-	len = 100;
-	x = new Float64Array( len );
-	for ( i = 0; i < len; i++ ) {
-		x[ i ] = uniform( 0.0, 1.0 );
-	}
+	opts = {
+		'dtype': 'float64'
+	};
 
+	len = 100;
+	x = uniform( len, 0.0, 1.0, opts );
 	v = 5.54;
 	dist = new T( v );
 
diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/entropy/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/t/entropy/benchmark/benchmark.js
index 90943379c2f3..c0abacc62db7 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/t/entropy/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/t/entropy/benchmark/benchmark.js
@@ -21,8 +21,7 @@
 // MODULES //
 
 var bench = require( '@stdlib/bench' );
-var Float64Array = require( '@stdlib/array/float64' );
-var uniform = require( '@stdlib/random/base/uniform' );
+var uniform = require( '@stdlib/random/array/uniform' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
 var pkg = require( './../package.json' ).name;
 var entropy = require( './../lib' );
@@ -31,17 +30,18 @@ var entropy = require( './../lib' );
 // MAIN //
 
 bench( pkg, function benchmark( b ) {
+	var opts;
 	var len;
 	var v;
 	var y;
 	var i;
 
-	len = 100;
-	v = new Float64Array( len );
-	for ( i = 0; i < len; i++ ) {
-		v[ i ] = uniform( 1.0, 20.0 );
-	}
+	opts = {
+		'dtype': 'float64'
+	};
 
+	len = 100;
+	v = uniform( len, 1.0, 20.0, opts);
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
 		y = entropy( v[ i % len ] );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/entropy/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/t/entropy/benchmark/benchmark.native.js
index b7ff8c6d6388..77eb2e2d9a40 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/t/entropy/benchmark/benchmark.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/t/entropy/benchmark/benchmark.native.js
@@ -22,10 +22,10 @@
 
 var resolve = require( 'path' ).resolve;
 var bench = require( '@stdlib/bench' );
-var Float64Array = require( '@stdlib/array/float64' );
 var tryRequire = require( '@stdlib/utils/try-require' );
-var uniform = require( '@stdlib/random/base/uniform' );
+var uniform = require( '@stdlib/random/array/uniform' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
+var format = require( '@stdlib/string/format' );
 var pkg = require( './../package.json' ).name;
 
 
@@ -39,17 +39,14 @@ var opts = {
 
 // MAIN //
 
-bench( pkg+'::native', opts, function benchmark( b ) {
+bench( format( '%s::native', pkg ), opts, function benchmark( b ) {
 	var len;
 	var v;
 	var y;
 	var i;
 
 	len = 100;
-	v = new Float64Array( len );
-	for ( i = 0; i < len; i++ ) {
-		v[ i ] = uniform( 1.0, 20.0 );
-	}
+	v = uniform( len, 1.0, 20.0, opts );
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/kurtosis/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/t/kurtosis/benchmark/benchmark.js
index bb80598164a2..a66ab331327c 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/t/kurtosis/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/t/kurtosis/benchmark/benchmark.js
@@ -21,8 +21,7 @@
 // MODULES //
 
 var bench = require( '@stdlib/bench' );
-var Float64Array = require( '@stdlib/array/float64' );
-var uniform = require( '@stdlib/random/base/uniform' );
+var uniform = require( '@stdlib/random/array/uniform' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
 var EPS = require( '@stdlib/constants/float64/eps' );
 var pkg = require( './../package.json' ).name;
@@ -32,17 +31,18 @@ var kurtosis = require( './../lib' );
 // MAIN //
 
 bench( pkg, function benchmark( b ) {
+	var opts;
 	var len;
 	var v;
 	var y;
 	var i;
 
-	len = 100;
-	v = new Float64Array( len );
-	for ( i = 0; i < len; i++ ) {
-		v[ i ] = uniform( 2.0 + EPS, 22.0 );
-	}
+	opts = {
+		'dtype': 'float64'
+	};
 
+	len = 100;
+	v = uniform( len, 2.0 + EPS, 22.0, opts);
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
 		y = kurtosis( v[ i % len ] );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/kurtosis/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/t/kurtosis/benchmark/benchmark.native.js
index a4192d2c4b82..dd6d7d0faa13 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/t/kurtosis/benchmark/benchmark.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/t/kurtosis/benchmark/benchmark.native.js
@@ -27,6 +27,7 @@ var tryRequire = require( '@stdlib/utils/try-require' );
 var randu = require( '@stdlib/random/base/randu' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
 var EPS = require( '@stdlib/constants/float64/eps' );
+var format = require( '@stdlib/string/format' );
 var pkg = require( './../package.json' ).name;
 
 
@@ -40,7 +41,7 @@ var opts = {
 
 // MAIN //
 
-bench( pkg+'::native', opts, function benchmark( b ) {
+bench( format( '%s::native', pkg ), opts, function benchmark( b ) {
 	var len;
 	var v;
 	var y;
diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/logcdf/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/t/logcdf/benchmark/benchmark.js
index 7b0f044b4de1..fd3760cfea96 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/t/logcdf/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/t/logcdf/benchmark/benchmark.js
@@ -21,10 +21,10 @@
 // MODULES //
 
 var bench = require( '@stdlib/bench' );
-var uniform = require( '@stdlib/random/base/uniform' );
-var discreteUniform = require( '@stdlib/random/base/discrete-uniform' );
-var Float64Array = require( '@stdlib/array/float64' );
+var uniform = require( '@stdlib/random/array/uniform' );
+var discreteUniform = require( '@stdlib/random/array/discrete-uniform' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
+var format = require( '@stdlib/string/format' );
 var pkg = require( './../package.json' ).name;
 var logcdf = require( './../lib' );
 
@@ -32,20 +32,20 @@ var logcdf = require( './../lib' );
 // MAIN //
 
 bench( pkg, function benchmark( b ) {
+	var opts;
 	var len;
 	var v;
 	var x;
 	var y;
 	var i;
 
-	len = 100;
-	x = new Float64Array( len );
-	v = new Float64Array( len );
-	for ( i = 0; i < len; i++ ) {
-		x[ i ] = uniform( -100.0, 0.0 );
-		v[ i ] = discreteUniform( 1, 100 );
-	}
+	opts = {
+		'dtype': 'float64'
+	};
 
+	len = 100;
+	x = uniform( len, -100.0, 0.0, opts );
+	v = discreteUniform( len, 1, 100, opts );
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
 		y = logcdf( x[ i % len ], v[ i % len ] );
@@ -61,20 +61,21 @@ bench( pkg, function benchmark( b ) {
 	b.end();
 });
 
-bench( pkg+':factory', function benchmark( b ) {
+bench( format( '%s::factory', pkg ), function benchmark( b ) {
 	var mycdf;
+	var opts;
 	var len;
 	var v;
 	var x;
 	var y;
 	var i;
 
-	len = 100;
-	x = new Float64Array( len );
-	for ( i = 0; i < len; i++ ) {
-		x[ i ] = uniform( -50.0, 50.0 );
-	}
+	opts = {
+		'dtype': 'float64'
+	};
 
+	len = 100;
+	x = uniform( len, -50.0, 50.0, opts );
 	v = 3.0;
 	mycdf = logcdf.factory( v );
 
diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/logpdf/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/t/logpdf/benchmark/benchmark.js
index 41d440b2c0a5..8af285e58582 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/t/logpdf/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/t/logpdf/benchmark/benchmark.js
@@ -25,6 +25,7 @@ var Float64Array = require( '@stdlib/array/float64' );
 var uniform = require( '@stdlib/random/array/uniform' );
 var randu = require( '@stdlib/random/base/randu' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
+var format = require( '@stdlib/string/format' );
 var pkg = require( './../package.json' ).name;
 var logpdf = require( './../lib' );
 
@@ -61,17 +62,21 @@ bench( pkg, function benchmark( b ) {
 	b.end();
 });
 
-bench( pkg + ':factory', function benchmark( b ) {
+bench( format( '%s::factory', pkg ), function benchmark( b ) {
 	var mylogpdf;
+	var opts;
 	var v;
 	var x;
 	var y;
 	var i;
 
+	opts = {
+		'dtype': 'float64'
+	};
+
 	v = 10.0;
 	mylogpdf = logpdf.factory( v );
-	x = uniform( 100, -2.0, 2.0 );
-
+	x = uniform( 100, -2.0, 2.0, opts );
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
 		y = mylogpdf( x[ i % x.length ] );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/logpdf/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/t/logpdf/benchmark/benchmark.native.js
index f082ad4a7fd2..ee5d2422b258 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/t/logpdf/benchmark/benchmark.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/t/logpdf/benchmark/benchmark.native.js
@@ -26,6 +26,7 @@ var Float64Array = require( '@stdlib/array/float64' );
 var randu = require( '@stdlib/random/base/randu' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
 var tryRequire = require( '@stdlib/utils/try-require' );
+var format = require( '@stdlib/string/format' );
 var pkg = require( './../package.json' ).name;
 
 
@@ -39,7 +40,7 @@ var opts = {
 
 // MAIN //
 
-bench( pkg + '::native', opts, function benchmark( b ) {
+bench( format( '%s::native', pkg ), opts, function benchmark( b ) {
 	var len;
 	var x;
 	var v;
diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/mean/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/t/mean/benchmark/benchmark.js
index 70194cdea9d5..7de123db287e 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/t/mean/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/t/mean/benchmark/benchmark.js
@@ -21,8 +21,7 @@
 // MODULES //
 
 var bench = require( '@stdlib/bench' );
-var Float64Array = require( '@stdlib/array/float64' );
-var uniform = require( '@stdlib/random/base/uniform' );
+var uniform = require( '@stdlib/random/array/uniform' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
 var EPS = require( '@stdlib/constants/float64/eps' );
 var pkg = require( './../package.json' ).name;
@@ -32,17 +31,18 @@ var mean = require( './../lib' );
 // MAIN //
 
 bench( pkg, function benchmark( b ) {
+	var opts;
 	var len;
 	var v;
 	var y;
 	var i;
 
-	len = 100;
-	v = new Float64Array( len );
-	for ( i = 0; i < len; i++ ) {
-		v[ i ] = uniform( 1.0+EPS, 100.0 ); // degrees of freedom > 1
-	}
+	opts = {
+		'dtype': 'float64'
+	};
 
+	len = 100;
+	v = uniform( len, 1.0 + EPS, 100.0, opts );
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
 		y = mean( v[ i % len ] );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/mean/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/t/mean/benchmark/benchmark.native.js
index 24e72caaa382..7fc853e12f22 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/t/mean/benchmark/benchmark.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/t/mean/benchmark/benchmark.native.js
@@ -22,15 +22,14 @@
 
 var resolve = require( 'path' ).resolve;
 var bench = require( '@stdlib/bench' );
-var Float64Array = require( '@stdlib/array/float64' );
-var uniform = require( '@stdlib/random/base/uniform' );
+var uniform = require( '@stdlib/random/array/uniform' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
 var tryRequire = require( '@stdlib/utils/try-require' );
 var EPS = require( '@stdlib/constants/float64/eps' );
-var pkg = require( '@stdlib/stats/base/dists/t/mean/package.json' ).name;
+var format = require( '@stdlib/string/format' );
+var pkg = require( './../package.json' ).name;
 
-
-// VARIABLES //
+// VARIABLES /
 
 var mean = tryRequire( resolve( __dirname, './../lib/native.js' ) );
 var opts = {
@@ -40,17 +39,14 @@ var opts = {
 
 // MAIN //
 
-bench( pkg + '::native', opts, function benchmark( b ) {
+bench( format( '%s::native', pkg ), opts, function benchmark( b ) {
 	var len;
 	var v;
 	var y;
 	var i;
 
 	len = 100;
-	v = new Float64Array( len );
-	for ( i = 0; i < len; i++ ) {
-		v[ i ] = uniform( 1.0+EPS, 100.0 ); // degrees of freedom > 1
-	}
+	v = uniform( len, 1.0 + EPS, 100.0, opts );
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/median/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/t/median/benchmark/benchmark.js
index 383435c7b9bf..7a90ca3a391d 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/t/median/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/t/median/benchmark/benchmark.js
@@ -21,8 +21,7 @@
 // MODULES //
 
 var bench = require( '@stdlib/bench' );
-var Float64Array = require( '@stdlib/array/float64' );
-var uniform = require( '@stdlib/random/base/uniform' );
+var uniform = require( '@stdlib/random/array/uniform' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
 var pkg = require( './../package.json' ).name;
 var median = require( './../lib' );
@@ -31,17 +30,17 @@ var median = require( './../lib' );
 // MAIN //
 
 bench( pkg, function benchmark( b ) {
+	var opts;
 	var len;
 	var v;
 	var y;
 	var i;
 
+	opts = {
+		'dtype': 'float64'
+	};
 	len = 100;
-	v = new Float64Array( len );
-	for ( i = 0; i < len; i++ ) {
-		v[ i ] = uniform( 0.0, 100.0 );
-	}
-
+	v = uniform( len, 0.0, 100.0, opts );
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
 		y = median( v[ i % len ] );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/median/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/t/median/benchmark/benchmark.native.js
index 206d81954c99..ca01ede5d632 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/t/median/benchmark/benchmark.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/t/median/benchmark/benchmark.native.js
@@ -22,10 +22,10 @@
 
 var resolve = require( 'path' ).resolve;
 var bench = require( '@stdlib/bench' );
-var Float64Array = require( '@stdlib/array/float64' );
-var uniform = require( '@stdlib/random/base/uniform' );
+var uniform = require( '@stdlib/random/array/uniform' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
 var tryRequire = require( '@stdlib/utils/try-require' );
+var format = require( '@stdlib/string/format' );
 var pkg = require( './../package.json' ).name;
 
 
@@ -39,17 +39,14 @@ var opts = {
 
 // MAIN //
 
-bench( pkg + '::native', opts, function benchmark( b ) {
+bench( format( '%s::native', pkg ), opts, function benchmark( b ) {
 	var len;
 	var v;
 	var y;
 	var i;
 
 	len = 100;
-	v = new Float64Array( len );
-	for ( i = 0; i < len; i++ ) {
-		v[ i ] = uniform( 0.0, 100.0 );
-	}
+	v = uniform( len, 0.0, 100.0, opts );
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/mode/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/t/mode/benchmark/benchmark.js
index ee9a5d46128c..c8a46e8bee6f 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/t/mode/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/t/mode/benchmark/benchmark.js
@@ -21,8 +21,7 @@
 // MODULES //
 
 var bench = require( '@stdlib/bench' );
-var Float64Array = require( '@stdlib/array/float64' );
-var uniform = require( '@stdlib/random/base/uniform' );
+var uniform = require( '@stdlib/random/array/uniform' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
 var pkg = require( './../package.json' ).name;
 var mode = require( './../lib' );
@@ -31,17 +30,18 @@ var mode = require( './../lib' );
 // MAIN //
 
 bench( pkg, function benchmark( b ) {
+	var opts;
 	var len;
 	var v;
 	var y;
 	var i;
 
-	len = 100;
-	v = new Float64Array( len );
-	for ( i = 0; i < len; i++ ) {
-		v[ i ] = uniform( 0.0, 100.0 );
-	}
+	opts = {
+		'dtype': 'float64'
+	};
 
+	len = 100;
+	v = uniform( len, 0.0, 100.0, opts );
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
 		y = mode( v[ i % len ] );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/mode/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/t/mode/benchmark/benchmark.native.js
index 15e15ab082d9..918550a60488 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/t/mode/benchmark/benchmark.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/t/mode/benchmark/benchmark.native.js
@@ -26,6 +26,7 @@ var Float64Array = require( '@stdlib/array/float64' );
 var randu = require( '@stdlib/random/base/randu' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
 var tryRequire = require( '@stdlib/utils/try-require' );
+var format = require( '@stdlib/string/format' );
 var pkg = require( './../package.json' ).name;
 
 
@@ -39,7 +40,7 @@ var opts = {
 
 // MAIN //
 
-bench( pkg + '::native', opts, function benchmark( b ) {
+bench( format( '%s::native', pkg ), opts, function benchmark( b ) {
 	var len;
 	var v;
 	var y;
diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/pdf/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/t/pdf/benchmark/benchmark.js
index 742a5706ac64..eefcec7d6c89 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/t/pdf/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/t/pdf/benchmark/benchmark.js
@@ -23,6 +23,7 @@
 var bench = require( '@stdlib/bench' );
 var uniform = require( '@stdlib/random/array/uniform' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
+var format = require( '@stdlib/string/format' );
 var pkg = require( './../package.json' ).name;
 var pdf = require( './../lib' );
 
@@ -30,15 +31,20 @@ var pdf = require( './../lib' );
 // MAIN //
 
 bench( pkg, function benchmark( b ) {
+	var opts;
 	var len;
 	var x;
 	var v;
 	var y;
 	var i;
 
+	opts = {
+		'dtype': 'float64'
+	};
+
 	len = 100;
-	x = uniform( len, -10.0, 10.0 );
-	v = uniform( len, 0.1, 10.0 );
+	x = uniform( len, -2.0, 2.0, opts );
+	v = uniform( len, 0.1, 10.0, opts );
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
@@ -55,17 +61,21 @@ bench( pkg, function benchmark( b ) {
 	b.end();
 });
 
-bench( pkg+':factory', function benchmark( b ) {
+bench( format( '%s::factory', pkg ), function benchmark( b ) {
 	var mypdf;
+	var opts;
 	var v;
 	var x;
 	var y;
 	var i;
 
+	opts = {
+		'dtype': 'float64'
+	};
+
 	v = 2.0;
 	mypdf = pdf.factory( v );
-	x = uniform( 100, -2.0, 2.0 );
-
+	x = uniform( 100, -2.0, 2.0, opts );
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
 		y = mypdf( x[ i % x.length ] );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/pdf/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/t/pdf/benchmark/benchmark.native.js
index 507736a6f825..c304cc4fe3bf 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/t/pdf/benchmark/benchmark.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/t/pdf/benchmark/benchmark.native.js
@@ -25,6 +25,7 @@ var bench = require( '@stdlib/bench' );
 var uniform = require( '@stdlib/random/array/uniform' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
 var tryRequire = require( '@stdlib/utils/try-require' );
+var format = require( '@stdlib/string/format' );
 var pkg = require( './../package.json' ).name;
 
 
@@ -38,7 +39,7 @@ var opts = {
 
 // MAIN //
 
-bench( pkg + '::native', opts, function benchmark( b ) {
+bench( format( '%s::native', pkg ), opts, function benchmark( b ) {
 	var len;
 	var x;
 	var v;
@@ -46,8 +47,8 @@ bench( pkg + '::native', opts, function benchmark( b ) {
 	var i;
 
 	len = 100;
-	x = uniform( len, -10.0, 10.0 );
-	v = uniform( len, 0.1, 10.0 );
+	x = uniform( len, -10.0, 10.0, opts );
+	v = uniform( len, 0.1, 10.0, opts );
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/quantile/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/t/quantile/benchmark/benchmark.js
index 7e89300efe22..efdddbf355dd 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/t/quantile/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/t/quantile/benchmark/benchmark.js
@@ -21,10 +21,10 @@
 // MODULES //
 
 var bench = require( '@stdlib/bench' );
-var Float64Array = require( '@stdlib/array/float64' );
-var uniform = require( '@stdlib/random/base/uniform' );
-var discreteUniform = require( '@stdlib/random/base/discrete-uniform' );
+var uniform = require( '@stdlib/random/array/uniform' );
+var discreteUniform = require( '@stdlib/random/array/discrete-uniform' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
+var format = require( '@stdlib/string/format' );
 var pkg = require( './../package.json' ).name;
 var quantile = require( './../lib' );
 
@@ -32,19 +32,20 @@ var quantile = require( './../lib' );
 // MAIN //
 
 bench( pkg, function benchmark( b ) {
+	var opts;
 	var len;
 	var v;
 	var p;
 	var y;
 	var i;
 
+	opts = {
+		'dtype': 'float64'
+	};
+
 	len = 100;
-	p = new Float64Array( len );
-	v = new Float64Array( len );
-	for ( i = 0; i < len; i++ ) {
-		p[ i ] = uniform( 0.0, 1.0 );
-		v[ i ] = discreteUniform( 1, 100 );
-	}
+	p = uniform( len, 0.0, 1.0, opts );
+	v = discreteUniform( len, 1, 100, opts );
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
@@ -61,20 +62,21 @@ bench( pkg, function benchmark( b ) {
 	b.end();
 });
 
-bench( pkg+':factory', function benchmark( b ) {
+bench( format( '%s::factory', pkg ), function benchmark( b ) {
 	var myquantile;
+	var opts;
 	var len;
 	var v;
 	var p;
 	var y;
 	var i;
 
-	len = 100;
-	p = new Float64Array( len );
-	for ( i = 0; i < len; i++ ) {
-		p[ i ] = uniform( 0.0, 1.0 );
-	}
+	opts = {
+		'dtype': 'float64'
+	};
 
+	len = 100;
+	p = uniform( len, 0.0, 1.0, opts );
 	v = 3.0;
 	myquantile = quantile.factory( v );
 
diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/skewness/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/t/skewness/benchmark/benchmark.js
index 6596cfff5545..d113b70cc58b 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/t/skewness/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/t/skewness/benchmark/benchmark.js
@@ -21,8 +21,7 @@
 // MODULES //
 
 var bench = require( '@stdlib/bench' );
-var Float64Array = require( '@stdlib/array/float64' );
-var uniform = require( '@stdlib/random/base/uniform' );
+var uniform = require( '@stdlib/random/array/uniform' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
 var EPS = require( '@stdlib/constants/float64/eps' );
 var pkg = require( './../package.json' ).name;
@@ -32,16 +31,18 @@ var skewness = require( './../lib' );
 // MAIN //
 
 bench( pkg, function benchmark( b ) {
+	var opts;
 	var len;
 	var v;
 	var y;
 	var i;
 
+	opts = {
+		'dtype': 'float64'
+	};
+
 	len = 100;
-	v = new Float64Array( len );
-	for ( i = 0; i < len; i++ ) {
-		v[ i ] = uniform( 3.0 + EPS, 23.0 );
-	}
+	v = uniform( len, 3.0 + EPS, 23.0, opts );
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/skewness/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/t/skewness/benchmark/benchmark.native.js
index 6f4e6625561b..0c90287c8ea9 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/t/skewness/benchmark/benchmark.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/t/skewness/benchmark/benchmark.native.js
@@ -27,6 +27,7 @@ var tryRequire = require( '@stdlib/utils/try-require' );
 var randu = require( '@stdlib/random/base/randu' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
 var EPS = require( '@stdlib/constants/float64/eps' );
+var format = require( '@stdlib/string/format' );
 var pkg = require( './../package.json' ).name;
 
 
@@ -40,7 +41,7 @@ var opts = {
 
 // MAIN //
 
-bench( pkg+'::native', opts, function benchmark( b ) {
+bench( format( '%s::native', pkg ), opts, function benchmark( b ) {
 	var len;
 	var v;
 	var y;
diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/stdev/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/t/stdev/benchmark/benchmark.js
index 87602370f4d5..0dd7d2259070 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/t/stdev/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/t/stdev/benchmark/benchmark.js
@@ -21,8 +21,7 @@
 // MODULES //
 
 var bench = require( '@stdlib/bench' );
-var Float64Array = require( '@stdlib/array/float64' );
-var uniform = require( '@stdlib/random/base/uniform' );
+var uniform = require( '@stdlib/random/array/uniform' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
 var EPS = require( '@stdlib/constants/float64/eps' );
 var pkg = require( './../package.json' ).name;
@@ -32,16 +31,18 @@ var stdev = require( './../lib' );
 // MAIN //
 
 bench( pkg, function benchmark( b ) {
+	var opts;
 	var len;
 	var v;
 	var y;
 	var i;
 
+	opts = {
+		'dtype': 'float64'
+	};
+
 	len = 100;
-	v = new Float64Array( len );
-	for ( i = 0; i < len; i++ ) {
-		v[ i ] = uniform( 1.0 + EPS, 21.0 );
-	}
+	v = uniform( len, 1.0 + EPS, 21.0, opts );
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/stdev/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/t/stdev/benchmark/benchmark.native.js
index 566a871ac3e0..224ed9489578 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/t/stdev/benchmark/benchmark.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/t/stdev/benchmark/benchmark.native.js
@@ -27,6 +27,7 @@ var tryRequire = require( '@stdlib/utils/try-require' );
 var randu = require( '@stdlib/random/base/randu' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
 var EPS = require( '@stdlib/constants/float64/eps' );
+var format = require( '@stdlib/string/format' );
 var pkg = require( './../package.json' ).name;
 
 
@@ -40,7 +41,7 @@ var opts = {
 
 // MAIN //
 
-bench( pkg+'::native', opts, function benchmark( b ) {
+bench( format( '%s::native', pkg ), opts, function benchmark( b ) {
 	var len;
 	var v;
 	var y;
diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/variance/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/t/variance/benchmark/benchmark.js
index 9b8bb6617127..edf9fc68ed3f 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/t/variance/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/t/variance/benchmark/benchmark.js
@@ -21,8 +21,7 @@
 // MODULES //
 
 var bench = require( '@stdlib/bench' );
-var Float64Array = require( '@stdlib/array/float64' );
-var uniform = require( '@stdlib/random/base/uniform' );
+var uniform = require( '@stdlib/random/array/uniform' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
 var pkg = require( './../package.json' ).name;
 var variance = require( './../lib' );
@@ -31,16 +30,18 @@ var variance = require( './../lib' );
 // MAIN //
 
 bench( pkg, function benchmark( b ) {
+	var opts;
 	var len;
 	var v;
 	var y;
 	var i;
 
+	opts = {
+		'dtype': 'float64'
+	};
+
 	len = 100;
-	v = new Float64Array( len );
-	for ( i = 0; i < len; i++ ) {
-		v[ i ] = uniform( 2.1, 100.0 );
-	}
+	v = uniform( len, 2.1, 100.0, opts );
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/variance/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/t/variance/benchmark/benchmark.native.js
index d7501fb7a3fc..2e7915e8a7ab 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/t/variance/benchmark/benchmark.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/t/variance/benchmark/benchmark.native.js
@@ -22,10 +22,10 @@
 
 var resolve = require( 'path' ).resolve;
 var bench = require( '@stdlib/bench' );
-var Float64Array = require( '@stdlib/array/float64' );
-var uniform = require( '@stdlib/random/base/uniform' );
+var uniform = require( '@stdlib/random/array/uniform' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
 var tryRequire = require( '@stdlib/utils/try-require' );
+var format = require( '@stdlib/string/format' );
 var pkg = require( './../package.json' ).name;
 
 
@@ -39,17 +39,14 @@ var opts = {
 
 // MAIN //
 
-bench( pkg + '::native', opts, function benchmark( b ) {
+bench( format( '%s::native', pkg ), opts, function benchmark( b ) {
 	var len;
 	var v;
 	var y;
 	var i;
 
 	len = 100;
-	v = new Float64Array( len );
-	for ( i = 0; i < len; i++ ) {
-		v[ i ] = uniform( 2.1, 100.0 );
-	}
+	v = uniform( len, 2.1, 100.0, opts );
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {