From 1434e95e69afedfdc0af7272b0a504aeb1f934d0 Mon Sep 17 00:00:00 2001 From: hrshya Date: Mon, 15 Dec 2025 16:42:57 +0530 Subject: [PATCH] docs: replace manual for loop in examples --- .../stats/base/dists/normal/cdf/README.md | 24 ++++++++----------- .../base/dists/normal/cdf/examples/index.js | 22 +++++++---------- .../stats/base/dists/normal/entropy/README.md | 19 +++++++-------- .../dists/normal/entropy/examples/index.js | 19 +++++++-------- .../base/dists/normal/kurtosis/README.md | 19 +++++++-------- .../dists/normal/kurtosis/examples/index.js | 19 +++++++-------- .../stats/base/dists/normal/logcdf/README.md | 24 ++++++++----------- .../dists/normal/logcdf/examples/index.js | 22 +++++++---------- .../stats/base/dists/normal/logpdf/README.md | 24 ++++++++----------- .../dists/normal/logpdf/examples/index.js | 22 +++++++---------- .../stats/base/dists/normal/mean/README.md | 19 +++++++-------- .../base/dists/normal/mean/examples/index.js | 19 +++++++-------- .../stats/base/dists/normal/median/README.md | 19 +++++++-------- .../dists/normal/median/examples/index.js | 19 +++++++-------- .../stats/base/dists/normal/mgf/README.md | 24 ++++++++----------- .../base/dists/normal/mgf/examples/index.js | 22 +++++++---------- .../stats/base/dists/normal/mode/README.md | 19 +++++++-------- .../base/dists/normal/mode/examples/index.js | 19 +++++++-------- .../stats/base/dists/normal/pdf/README.md | 24 ++++++++----------- .../base/dists/normal/pdf/examples/index.js | 22 +++++++---------- .../base/dists/normal/quantile/README.md | 24 ++++++++----------- .../dists/normal/quantile/examples/index.js | 22 +++++++---------- .../base/dists/normal/skewness/README.md | 19 +++++++-------- .../dists/normal/skewness/examples/index.js | 19 +++++++-------- .../stats/base/dists/normal/stdev/README.md | 19 +++++++-------- .../base/dists/normal/stdev/examples/index.js | 19 +++++++-------- .../base/dists/normal/variance/README.md | 19 +++++++-------- .../dists/normal/variance/examples/index.js | 19 +++++++-------- 28 files changed, 242 insertions(+), 338 deletions(-) diff --git a/lib/node_modules/@stdlib/stats/base/dists/normal/cdf/README.md b/lib/node_modules/@stdlib/stats/base/dists/normal/cdf/README.md index 826039639c5b..11a11b68326f 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/normal/cdf/README.md +++ b/lib/node_modules/@stdlib/stats/base/dists/normal/cdf/README.md @@ -126,22 +126,18 @@ y = mycdf( 8.0 ); ```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/normal/cdf' ); -var sigma; -var mu; -var x; -var y; -var i; - -for ( i = 0; i < 10; i++ ) { - x = randu() * 10.0; - mu = (randu() * 10.0) - 5.0; - sigma = randu() * 20.0; - y = cdf( x, mu, sigma ); - console.log( 'x: %d, µ: %d, σ: %d, F(x;µ,σ): %d', x, mu, sigma, y ); -} +var opts = { + 'dtype': 'float64' +}; +var sigma = uniform( 10, 0.0, 20.0, opts ); +var mu = uniform( 10, -5.0, 5.0, opts ); +var x = uniform( 10, 0.0, 10.0, opts ); + +logEachMap( 'x: %0.4f, µ: %0.4f, σ: %0.4f, F(x;µ,σ): %0.4f', x, mu, sigma, cdf ); ``` diff --git a/lib/node_modules/@stdlib/stats/base/dists/normal/cdf/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/normal/cdf/examples/index.js index b0c2ff44b770..e33e78e90ce7 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/normal/cdf/examples/index.js +++ b/lib/node_modules/@stdlib/stats/base/dists/normal/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 sigma; -var mu; -var x; -var y; -var i; +var opts = { + 'dtype': 'float64' +}; +var sigma = uniform( 10, 0.0, 20.0, opts ); +var mu = uniform( 10, -5.0, 5.0, opts ); +var x = uniform( 10, 0.0, 10.0, opts ); -for ( i = 0; i < 10; i++ ) { - x = randu() * 10.0; - mu = (randu() * 10.0) - 5.0; - sigma = randu() * 20.0; - y = cdf( x, mu, sigma ); - console.log( 'x: %d, µ: %d, σ: %d, F(x;µ,σ): %d', x, mu, sigma, y ); -} +logEachMap( 'x: %0.4f, µ: %0.4f, σ: %0.4f, F(x;µ,σ): %0.4f', x, mu, sigma, cdf ); diff --git a/lib/node_modules/@stdlib/stats/base/dists/normal/entropy/README.md b/lib/node_modules/@stdlib/stats/base/dists/normal/entropy/README.md index 20bea1d800a7..fd42cebeecab 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/normal/entropy/README.md +++ b/lib/node_modules/@stdlib/stats/base/dists/normal/entropy/README.md @@ -108,20 +108,17 @@ y = entropy( 0.0, -1.0 ); ```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/normal/entropy' ); -var sigma; -var mu; -var y; -var i; +var opts = { + 'dtype': 'float64' +}; +var sigma = 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; - sigma = randu() * 20.0; - y = entropy( mu, sigma ); - console.log( 'µ: %d, σ: %d, h(X;µ,σ): %d', mu.toFixed( 4 ), sigma.toFixed( 4 ), y.toFixed( 4 ) ); -} +logEachMap( 'µ: %0.4f, σ: %0.4f, h(X;µ,σ): %0.4f', mu, sigma, entropy ); ``` diff --git a/lib/node_modules/@stdlib/stats/base/dists/normal/entropy/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/normal/entropy/examples/index.js index 305a4af7dc4b..0468fdf5c4df 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/normal/entropy/examples/index.js +++ b/lib/node_modules/@stdlib/stats/base/dists/normal/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 sigma; -var mu; -var y; -var i; +var opts = { + 'dtype': 'float64' +}; +var sigma = 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; - sigma = randu() * 20.0; - y = entropy( mu, sigma ); - console.log( 'µ: %d, σ: %d, h(X;µ,σ): %d', mu.toFixed( 4 ), sigma.toFixed( 4 ), y.toFixed( 4 ) ); -} +logEachMap( 'µ: %0.4f, σ: %0.4f, h(X;µ,σ): %0.4f', mu, sigma, entropy ); diff --git a/lib/node_modules/@stdlib/stats/base/dists/normal/kurtosis/README.md b/lib/node_modules/@stdlib/stats/base/dists/normal/kurtosis/README.md index e2db86da802b..643765c39727 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/normal/kurtosis/README.md +++ b/lib/node_modules/@stdlib/stats/base/dists/normal/kurtosis/README.md @@ -108,20 +108,17 @@ y = kurtosis( 0.0, -1.0 ); ```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/normal/kurtosis' ); -var sigma; -var mu; -var y; -var i; +var opts = { + 'dtype': 'float64' +}; +var sigma = 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; - sigma = randu() * 20.0; - y = kurtosis( mu, sigma ); - console.log( 'µ: %d, σ: %d, Kurt(X;µ,σ): %d', mu.toFixed( 4 ), sigma.toFixed( 4 ), y.toFixed( 4 ) ); -} +logEachMap( 'µ: %0.4f, σ: %0.4f, Kurt(X;µ,σ): %0.4f', mu, sigma, kurtosis ); ``` diff --git a/lib/node_modules/@stdlib/stats/base/dists/normal/kurtosis/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/normal/kurtosis/examples/index.js index 6997f5a46fe6..2ad87220aad5 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/normal/kurtosis/examples/index.js +++ b/lib/node_modules/@stdlib/stats/base/dists/normal/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 sigma; -var mu; -var y; -var i; +var opts = { + 'dtype': 'float64' +}; +var sigma = 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; - sigma = randu() * 20.0; - y = kurtosis( mu, sigma ); - console.log( 'µ: %d, σ: %d, Kurt(X;µ,σ): %d', mu.toFixed( 4 ), sigma.toFixed( 4 ), y.toFixed( 4 ) ); -} +logEachMap( 'µ: %0.4f, σ: %0.4f, Kurt(X;µ,σ): %0.4f', mu, sigma, kurtosis ); diff --git a/lib/node_modules/@stdlib/stats/base/dists/normal/logcdf/README.md b/lib/node_modules/@stdlib/stats/base/dists/normal/logcdf/README.md index 1ef754b8eed3..6299508c9150 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/normal/logcdf/README.md +++ b/lib/node_modules/@stdlib/stats/base/dists/normal/logcdf/README.md @@ -106,22 +106,18 @@ y = mylogcdf( 5.0 ); ```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/normal/logcdf' ); -var sigma; -var mu; -var x; -var y; -var i; - -for ( i = 0; i < 10; i++ ) { - x = randu() * 10.0; - mu = (randu() * 10.0) - 5.0; - sigma = randu() * 20.0; - y = logcdf( x, mu, sigma ); - console.log( 'x: %d, µ: %d, σ: %d, ln(F(x;µ,σ)): %d', x, mu, sigma, y ); -} +var opts = { + 'dtype': 'float64' +}; +var sigma = uniform( 10, 0.0, 20.0, opts ); +var mu = uniform( 10, -5.0, 5.0, opts ); +var x = uniform( 10, 0.0, 10.0, opts ); + +logEachMap( 'x: %0.4f, µ: %0.4f, σ: %0.4f, ln(F(x;µ,σ)): %0.4f', x, mu, sigma, logcdf ); ``` diff --git a/lib/node_modules/@stdlib/stats/base/dists/normal/logcdf/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/normal/logcdf/examples/index.js index ef91cdb9cb56..05dd7fe190f4 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/normal/logcdf/examples/index.js +++ b/lib/node_modules/@stdlib/stats/base/dists/normal/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 sigma; -var mu; -var x; -var y; -var i; +var opts = { + 'dtype': 'float64' +}; +var sigma = uniform( 10, 0.0, 20.0, opts ); +var mu = uniform( 10, -5.0, 5.0, opts ); +var x = uniform( 10, 0.0, 10.0, opts ); -for ( i = 0; i < 10; i++ ) { - x = randu() * 10.0; - mu = (randu() * 10.0) - 5.0; - sigma = randu() * 20.0; - y = logcdf( x, mu, sigma ); - console.log( 'x: %d, µ: %d, σ: %d, ln(F(x;µ,σ)): %d', x.toFixed( 4 ), mu.toFixed( 4 ), sigma.toFixed( 4 ), y.toFixed( 4 ) ); -} +logEachMap( 'x: %0.4f, µ: %0.4f, σ: %0.4f, ln(F(x;µ,σ)): %0.4f', x, mu, sigma, logcdf ); diff --git a/lib/node_modules/@stdlib/stats/base/dists/normal/logpdf/README.md b/lib/node_modules/@stdlib/stats/base/dists/normal/logpdf/README.md index c47f7a227541..9af71dfb742e 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/normal/logpdf/README.md +++ b/lib/node_modules/@stdlib/stats/base/dists/normal/logpdf/README.md @@ -120,22 +120,18 @@ y = mylogpdf( 5.0 ); ```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/normal/logpdf' ); -var sigma; -var mu; -var x; -var y; -var i; - -for ( i = 0; i < 10; i++ ) { - x = randu() * 10.0; - mu = (randu() * 10.0) - 5.0; - sigma = randu() * 20.0; - y = logpdf( x, mu, sigma ); - console.log( 'x: %d, µ: %d, σ: %d, ln(f(x;µ,σ)): %d', x, mu, sigma, y ); -} +var opts = { + 'dtype': 'float64' +}; +var sigma = uniform( 10, 0.0, 20.0, opts ); +var mu = uniform( 10, -5.0, 5.0, opts ); +var x = uniform( 10, 0.0, 10.0, opts ); + +logEachMap( 'x: %0.4f, µ: %0.4f, σ: %0.4f, ln(f(x;µ,σ)): %0.4f', x, mu, sigma, logpdf ); ``` diff --git a/lib/node_modules/@stdlib/stats/base/dists/normal/logpdf/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/normal/logpdf/examples/index.js index 4f3915892e8d..c196c8e91f22 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/normal/logpdf/examples/index.js +++ b/lib/node_modules/@stdlib/stats/base/dists/normal/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 sigma; -var mu; -var x; -var y; -var i; +var opts = { + 'dtype': 'float64' +}; +var sigma = uniform( 10, 0.0, 20.0, opts ); +var mu = uniform( 10, -5.0, 5.0, opts ); +var x = uniform( 10, 0.0, 10.0, opts ); -for ( i = 0; i < 10; i++ ) { - x = randu() * 10.0; - mu = (randu() * 10.0) - 5.0; - sigma = randu() * 20.0; - y = logpdf( x, mu, sigma ); - console.log( 'x: %d, µ: %d, σ: %d, ln(f(x;µ,σ)): %d', x.toFixed( 4 ), mu.toFixed( 4 ), sigma.toFixed( 4 ), y.toFixed( 4 ) ); -} +logEachMap( 'x: %0.4f, µ: %0.4f, σ: %0.4f, ln(f(x;µ,σ)): %0.4f', x, mu, sigma, logpdf ); diff --git a/lib/node_modules/@stdlib/stats/base/dists/normal/mean/README.md b/lib/node_modules/@stdlib/stats/base/dists/normal/mean/README.md index 61dbc3168a81..0bb643ac29f8 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/normal/mean/README.md +++ b/lib/node_modules/@stdlib/stats/base/dists/normal/mean/README.md @@ -111,20 +111,17 @@ y = mean( 0.0, -1.0 ); ```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/normal/mean' ); -var sigma; -var mu; -var y; -var i; +var opts = { + 'dtype': 'float64' +}; +var sigma = 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; - sigma = randu() * 20.0; - y = mean( mu, sigma ); - console.log( 'µ: %d, σ: %d, E(X;µ,σ): %d', mu.toFixed( 4 ), sigma.toFixed( 4 ), y.toFixed( 4 ) ); -} +logEachMap( 'µ: %0.4f, σ: %0.4f, E(X;µ,σ): %0.4f', mu, sigma, mean ); ``` diff --git a/lib/node_modules/@stdlib/stats/base/dists/normal/mean/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/normal/mean/examples/index.js index be4008a34168..46ccb184b9ac 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/normal/mean/examples/index.js +++ b/lib/node_modules/@stdlib/stats/base/dists/normal/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 sigma; -var mu; -var y; -var i; +var opts = { + 'dtype': 'float64' +}; +var sigma = 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; - sigma = randu() * 20.0; - y = mean( mu, sigma ); - console.log( 'µ: %d, σ: %d, E(X;µ,σ): %d', mu.toFixed( 4 ), sigma.toFixed( 4 ), y.toFixed( 4 ) ); -} +logEachMap( 'µ: %0.4f, σ: %0.4f, E(X;µ,σ): %0.4f', mu, sigma, mean ); diff --git a/lib/node_modules/@stdlib/stats/base/dists/normal/median/README.md b/lib/node_modules/@stdlib/stats/base/dists/normal/median/README.md index 697a91b7bd5c..f92e4123d856 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/normal/median/README.md +++ b/lib/node_modules/@stdlib/stats/base/dists/normal/median/README.md @@ -111,20 +111,17 @@ y = median( 0.0, -1.0 ); ```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/normal/median' ); -var sigma; -var mu; -var y; -var i; +var opts = { + 'dtype': 'float64' +}; +var sigma = 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; - sigma = randu() * 20.0; - y = median( mu, sigma ); - console.log( 'µ: %d, σ: %d, Median(X;µ,σ): %d', mu.toFixed( 4 ), sigma.toFixed( 4 ), y.toFixed( 4 ) ); -} +logEachMap( 'µ: %0.4f, σ: %0.4f, Median(X;µ,σ): %0.4f', mu, sigma, median ); ``` diff --git a/lib/node_modules/@stdlib/stats/base/dists/normal/median/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/normal/median/examples/index.js index 48b6e3cfc391..0b3b7559f171 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/normal/median/examples/index.js +++ b/lib/node_modules/@stdlib/stats/base/dists/normal/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 sigma; -var mu; -var y; -var i; +var opts = { + 'dtype': 'float64' +}; +var sigma = 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; - sigma = randu() * 20.0; - y = median( mu, sigma ); - console.log( 'µ: %d, σ: %d, Median(X;µ,σ): %d', mu.toFixed( 4 ), sigma.toFixed( 4 ), y.toFixed( 4 ) ); -} +logEachMap( 'µ: %0.4f, σ: %0.4f, Median(X;µ,σ): %0.4f', mu, sigma, median ); diff --git a/lib/node_modules/@stdlib/stats/base/dists/normal/mgf/README.md b/lib/node_modules/@stdlib/stats/base/dists/normal/mgf/README.md index e7da62468b8e..be41fa45db91 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/normal/mgf/README.md +++ b/lib/node_modules/@stdlib/stats/base/dists/normal/mgf/README.md @@ -130,22 +130,18 @@ y = mymgf( 0.5 ); ```javascript -var randu = require( '@stdlib/random/base/randu' ); +var uniform = require( '@stdlib/random/array/uniform' ); +var logEachMap = require( '@stdlib/console/log-each-map' ); var mgf = require( '@stdlib/stats/base/dists/normal/mgf' ); -var sigma; -var mu; -var t; -var y; -var i; - -for ( i = 0; i < 10; i++ ) { - t = randu(); - mu = (randu() * 10.0) - 5.0; - sigma = randu() * 20.0; - y = mgf( t, mu, sigma ); - console.log( 't: %d, µ: %d, σ: %d, M_X(t;µ,σ): %d', t.toFixed( 4 ), mu.toFixed( 4 ), sigma.toFixed( 4 ), y.toFixed( 4 ) ); -} +var opts = { + 'dtype': 'float64' +}; +var sigma = uniform( 10, 0.0, 20.0, opts ); +var mu = uniform( 10, -5.0, 5.0, opts ); +var t = uniform( 10, 0.0, 10.0, opts ); + +logEachMap( 't: %0.4f, µ: %0.4f, σ: %0.4f, M_X(t;µ,σ): %0.4f', t, mu, sigma, mgf ); ``` diff --git a/lib/node_modules/@stdlib/stats/base/dists/normal/mgf/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/normal/mgf/examples/index.js index 668cf2e2bdee..cee110b73be3 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/normal/mgf/examples/index.js +++ b/lib/node_modules/@stdlib/stats/base/dists/normal/mgf/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 mgf = require( './../lib' ); -var sigma; -var mu; -var t; -var y; -var i; +var opts = { + 'dtype': 'float64' +}; +var sigma = uniform( 10, 0.0, 20.0, opts ); +var mu = uniform( 10, -5.0, 5.0, opts ); +var t = uniform( 10, 0.0, 10.0, opts ); -for ( i = 0; i < 10; i++ ) { - t = randu(); - mu = (randu() * 10.0) - 5.0; - sigma = randu() * 20.0; - y = mgf( t, mu, sigma ); - console.log( 't: %d, µ: %d, σ: %d, M_X(t;µ,σ): %d', t.toFixed( 4 ), mu.toFixed( 4 ), sigma.toFixed( 4 ), y.toFixed( 4 ) ); -} +logEachMap( 't: %0.4f, µ: %0.4f, σ: %0.4f, M_X(t;µ,σ): %0.4f', t, mu, sigma, mgf ); diff --git a/lib/node_modules/@stdlib/stats/base/dists/normal/mode/README.md b/lib/node_modules/@stdlib/stats/base/dists/normal/mode/README.md index 3814695eb5aa..6ef6be68d9e5 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/normal/mode/README.md +++ b/lib/node_modules/@stdlib/stats/base/dists/normal/mode/README.md @@ -111,20 +111,17 @@ y = mode( 0.0, -1.0 ); ```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/normal/mode' ); -var sigma; -var mu; -var y; -var i; +var opts = { + 'dtype': 'float64' +}; +var sigma = 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; - sigma = randu() * 20.0; - y = mode( mu, sigma ); - console.log( 'µ: %d, σ: %d, mode(X;µ,σ): %d', mu.toFixed( 4 ), sigma.toFixed( 4 ), y.toFixed( 4 ) ); -} +logEachMap( 'µ: %0.4f, σ: %0.4f, mode(X;µ,σ): %0.4f', mu, sigma, mode ); ``` diff --git a/lib/node_modules/@stdlib/stats/base/dists/normal/mode/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/normal/mode/examples/index.js index e1b132a1eba2..9b7c0e093183 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/normal/mode/examples/index.js +++ b/lib/node_modules/@stdlib/stats/base/dists/normal/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 sigma; -var mu; -var y; -var i; +var opts = { + 'dtype': 'float64' +}; +var sigma = 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; - sigma = randu() * 20.0; - y = mode( mu, sigma ); - console.log( 'µ: %d, σ: %d, mode(X;µ,σ): %d', mu.toFixed( 4 ), sigma.toFixed( 4 ), y.toFixed( 4 ) ); -} +logEachMap( 'µ: %0.4f, σ: %0.4f, mode(X;µ,σ): %0.4f', mu, sigma, mode ); diff --git a/lib/node_modules/@stdlib/stats/base/dists/normal/pdf/README.md b/lib/node_modules/@stdlib/stats/base/dists/normal/pdf/README.md index f6d9fd46a426..dfd33a1cf292 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/normal/pdf/README.md +++ b/lib/node_modules/@stdlib/stats/base/dists/normal/pdf/README.md @@ -120,22 +120,18 @@ y = mypdf( 5.0 ); ```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/normal/pdf' ); -var sigma; -var mu; -var x; -var y; -var i; - -for ( i = 0; i < 10; i++ ) { - x = randu() * 10.0; - mu = (randu() * 10.0) - 5.0; - sigma = randu() * 20.0; - y = pdf( x, mu, sigma ); - console.log( 'x: %d, µ: %d, σ: %d, f(x;µ,σ): %d', x, mu, sigma, y ); -} +var opts = { + 'dtype': 'float64' +}; +var sigma = uniform( 10, 0.0, 20.0, opts ); +var mu = uniform( 10, -5.0, 5.0, opts ); +var x = uniform( 10, 0.0, 10.0, opts ); + +logEachMap( 'x: %0.4f, µ: %0.4f, σ: %0.4f, f(x;µ,σ): %0.4f', x, mu, sigma, pdf ); ``` diff --git a/lib/node_modules/@stdlib/stats/base/dists/normal/pdf/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/normal/pdf/examples/index.js index 07f87eab8a2c..19a94586f690 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/normal/pdf/examples/index.js +++ b/lib/node_modules/@stdlib/stats/base/dists/normal/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 sigma; -var mu; -var x; -var y; -var i; +var opts = { + 'dtype': 'float64' +}; +var sigma = uniform( 10, 0.0, 20.0, opts ); +var mu = uniform( 10, -5.0, 5.0, opts ); +var x = uniform( 10, 0.0, 10.0, opts ); -for ( i = 0; i < 10; i++ ) { - x = randu() * 10.0; - mu = (randu() * 10.0) - 5.0; - sigma = randu() * 20.0; - y = pdf( x, mu, sigma ); - console.log( 'x: %d, µ: %d, σ: %d, f(x;µ,σ): %d', x.toFixed( 4 ), mu.toFixed( 4 ), sigma.toFixed( 4 ), y.toFixed( 4 ) ); -} +logEachMap( 'x: %0.4f, µ: %0.4f, σ: %0.4f, f(x;µ,σ): %0.4f', x, mu, sigma, pdf ); diff --git a/lib/node_modules/@stdlib/stats/base/dists/normal/quantile/README.md b/lib/node_modules/@stdlib/stats/base/dists/normal/quantile/README.md index 7b0747159bbf..94a1d16a3404 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/normal/quantile/README.md +++ b/lib/node_modules/@stdlib/stats/base/dists/normal/quantile/README.md @@ -130,22 +130,18 @@ y = myquantile( 0.8 ); ```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/normal/quantile' ); -var sigma; -var mu; -var p; -var y; -var i; - -for ( i = 0; i < 10; i++ ) { - p = randu(); - mu = (randu() * 10.0) - 5.0; - sigma = randu() * 20.0; - y = quantile( p, mu, sigma ); - console.log( 'p: %d, µ: %d, σ: %d, Q(p;µ,σ): %d', p, mu, sigma, y ); -} +var opts = { + 'dtype': 'float64' +}; +var sigma = uniform( 10, 0.0, 20.0, opts ); +var mu = uniform( 10, -5.0, 5.0, opts ); +var p = uniform( 10, 0.0, 1.0, opts ); + +logEachMap( 'p: %0.4f, µ: %0.4f, σ: %0.4f, Q(p;µ,σ): %0.4f', p, mu, sigma, quantile ); ``` diff --git a/lib/node_modules/@stdlib/stats/base/dists/normal/quantile/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/normal/quantile/examples/index.js index d64b80b5ae6e..280b03ff4984 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/normal/quantile/examples/index.js +++ b/lib/node_modules/@stdlib/stats/base/dists/normal/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 sigma; -var mu; -var p; -var y; -var i; +var opts = { + 'dtype': 'float64' +}; +var sigma = uniform( 10, 0.0, 20.0, opts ); +var mu = uniform( 10, -5.0, 5.0, opts ); +var p = uniform( 10, 0.0, 1.0, opts ); -for ( i = 0; i < 10; i++ ) { - p = randu(); - mu = (randu() * 10.0) - 5.0; - sigma = randu() * 20.0; - y = quantile( p, mu, sigma ); - console.log( 'p: %d, µ: %d, σ: %d, Q(p;µ,σ): %d', p, mu, sigma, y ); -} +logEachMap( 'p: %0.4f, µ: %0.4f, σ: %0.4f, Q(p;µ,σ): %0.4f', p, mu, sigma, quantile ); diff --git a/lib/node_modules/@stdlib/stats/base/dists/normal/skewness/README.md b/lib/node_modules/@stdlib/stats/base/dists/normal/skewness/README.md index c1b045e44185..d2727e8217c0 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/normal/skewness/README.md +++ b/lib/node_modules/@stdlib/stats/base/dists/normal/skewness/README.md @@ -108,20 +108,17 @@ y = skewness( 0.0, -1.0 ); ```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/normal/skewness' ); -var sigma; -var mu; -var y; -var i; +var opts = { + 'dtype': 'float64' +}; +var sigma = 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; - sigma = randu() * 20.0; - y = skewness( mu, sigma ); - console.log( 'µ: %d, σ: %d, skew(X;µ,σ): %d', mu.toFixed( 4 ), sigma.toFixed( 4 ), y.toFixed( 4 ) ); -} +logEachMap( 'µ: %0.4f, σ: %0.4f, skew(X;µ,σ): %0.4f', mu, sigma, skewness ); ``` diff --git a/lib/node_modules/@stdlib/stats/base/dists/normal/skewness/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/normal/skewness/examples/index.js index 93752609f86b..3c2600a58921 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/normal/skewness/examples/index.js +++ b/lib/node_modules/@stdlib/stats/base/dists/normal/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 sigma; -var mu; -var y; -var i; +var opts = { + 'dtype': 'float64' +}; +var sigma = 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; - sigma = randu() * 20.0; - y = skewness( mu, sigma ); - console.log( 'µ: %d, σ: %d, skew(X;µ,σ): %d', mu.toFixed( 4 ), sigma.toFixed( 4 ), y.toFixed( 4 ) ); -} +logEachMap( 'µ: %0.4f, σ: %0.4f, skew(X;µ,σ): %0.4f', mu, sigma, skewness ); diff --git a/lib/node_modules/@stdlib/stats/base/dists/normal/stdev/README.md b/lib/node_modules/@stdlib/stats/base/dists/normal/stdev/README.md index fe9d78c910be..124d946ac6b9 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/normal/stdev/README.md +++ b/lib/node_modules/@stdlib/stats/base/dists/normal/stdev/README.md @@ -85,20 +85,17 @@ y = stdev( 0.0, -1.0 ); ```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/normal/stdev' ); -var sigma; -var mu; -var y; -var i; +var opts = { + 'dtype': 'float64' +}; +var sigma = 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; - sigma = randu() * 20.0; - y = stdev( mu, sigma ); - console.log( 'µ: %d, σ: %d, SD(X;µ,σ): %d', mu.toFixed( 4 ), sigma.toFixed( 4 ), y.toFixed( 4 ) ); -} +logEachMap( 'µ: %0.4f, σ: %0.4f, SD(X;µ,σ): %0.4f', mu, sigma, stdev ); ``` diff --git a/lib/node_modules/@stdlib/stats/base/dists/normal/stdev/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/normal/stdev/examples/index.js index 07bc9d2c3bdb..caddb6fa6089 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/normal/stdev/examples/index.js +++ b/lib/node_modules/@stdlib/stats/base/dists/normal/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 sigma; -var mu; -var y; -var i; +var opts = { + 'dtype': 'float64' +}; +var sigma = 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; - sigma = randu() * 20.0; - y = stdev( mu, sigma ); - console.log( 'µ: %d, σ: %d, SD(X;µ,σ): %d', mu.toFixed( 4 ), sigma.toFixed( 4 ), y.toFixed( 4 ) ); -} +logEachMap( 'µ: %0.4f, σ: %0.4f, SD(X;µ,σ): %0.4f', mu, sigma, stdev ); diff --git a/lib/node_modules/@stdlib/stats/base/dists/normal/variance/README.md b/lib/node_modules/@stdlib/stats/base/dists/normal/variance/README.md index 59f2971fe99c..b87426fa97a1 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/normal/variance/README.md +++ b/lib/node_modules/@stdlib/stats/base/dists/normal/variance/README.md @@ -108,20 +108,17 @@ y = variance( 0.0, -1.0 ); ```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/normal/variance' ); -var sigma; -var mu; -var y; -var i; +var opts = { + 'dtype': 'float64' +}; +var sigma = 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; - sigma = randu() * 20.0; - y = variance( mu, sigma ); - console.log( 'µ: %d, σ: %d, Var(X;µ,σ): %d', mu.toFixed( 4 ), sigma.toFixed( 4 ), y.toFixed( 4 ) ); -} +logEachMap( 'µ: %0.4f, σ: %0.4f, Var(X;µ,σ): %0.4f', mu, sigma, variance ); ``` diff --git a/lib/node_modules/@stdlib/stats/base/dists/normal/variance/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/normal/variance/examples/index.js index 474f5c0f401f..bb95bf3ae2b7 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/normal/variance/examples/index.js +++ b/lib/node_modules/@stdlib/stats/base/dists/normal/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 sigma; -var mu; -var y; -var i; +var opts = { + 'dtype': 'float64' +}; +var sigma = 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; - sigma = randu() * 20.0; - y = variance( mu, sigma ); - console.log( 'µ: %d, σ: %d, Var(X;µ,σ): %d', mu.toFixed( 4 ), sigma.toFixed( 4 ), y.toFixed( 4 ) ); -} +logEachMap( 'µ: %0.4f, σ: %0.4f, Var(X;µ,σ): %0.4f', mu, sigma, variance );