diff --git a/lib/node_modules/@stdlib/stats/base/dists/beta/cdf/README.md b/lib/node_modules/@stdlib/stats/base/dists/beta/cdf/README.md index 987c6a101ae6..22862e4fb83d 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/beta/cdf/README.md +++ b/lib/node_modules/@stdlib/stats/base/dists/beta/cdf/README.md @@ -141,23 +141,19 @@ y = mycdf( 0.3 ); ```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 cdf = require( '@stdlib/stats/base/dists/beta/cdf' ); -var alpha; -var beta; -var x; -var y; -var i; - -for ( i = 0; i < 10; i++ ) { - x = randu(); - alpha = ( randu()*5.0 ) + EPS; - beta = ( randu()*5.0 ) + EPS; - y = cdf( x, alpha, beta ); - console.log( 'x: %d, α: %d, β: %d, F(x;α,β): %d', x.toFixed( 4 ), alpha.toFixed( 4 ), beta.toFixed( 4 ), y.toFixed( 4 ) ); -} +var opts = { + 'dtype': 'float64' +}; +var alpha = uniform( 10, EPS, 5.0, opts ); +var beta = uniform( 10, EPS, 5.0, opts ); +var x = uniform( 10, 0.0, 1.0, opts ); + +logEachMap( 'x: %0.4f, α: %0.4f, β: %0.4f, F(x;α,β): %0.4f', x, alpha, beta, cdf ); ``` diff --git a/lib/node_modules/@stdlib/stats/base/dists/beta/cdf/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/beta/cdf/examples/index.js index 2d77a48b75fa..0f0481361bcc 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/beta/cdf/examples/index.js +++ b/lib/node_modules/@stdlib/stats/base/dists/beta/cdf/examples/index.js @@ -18,20 +18,16 @@ 'use strict'; -var randu = require( '@stdlib/random/base/randu' ); +var uniform = require( '@stdlib/random/array/uniform' ); +var logEachMap = require( '@stdlib/console/log-each-map' ); var EPS = require( '@stdlib/constants/float64/eps' ); var cdf = require( './../lib' ); -var alpha; -var beta; -var x; -var y; -var i; +var opts = { + 'dtype': 'float64' +}; +var alpha = uniform( 10, EPS, 5.0, opts ); +var beta = uniform( 10, EPS, 5.0, opts ); +var x = uniform( 10, 0.0, 1.0, opts ); -for ( i = 0; i < 10; i++ ) { - x = randu(); - alpha = ( randu()*5.0 ) + EPS; - beta = ( randu()*5.0 ) + EPS; - y = cdf( x, alpha, beta ); - console.log( 'x: %d, α: %d, β: %d, F(x;α,β): %d', x.toFixed( 4 ), alpha.toFixed( 4 ), beta.toFixed( 4 ), y.toFixed( 4 ) ); -} +logEachMap( 'x: %0.4f, α: %0.4f, β: %0.4f, F(x;α,β): %0.4f', x, alpha, beta, cdf ); diff --git a/lib/node_modules/@stdlib/stats/base/dists/beta/entropy/README.md b/lib/node_modules/@stdlib/stats/base/dists/beta/entropy/README.md index ab62a6e82aa6..4e5b61439887 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/beta/entropy/README.md +++ b/lib/node_modules/@stdlib/stats/base/dists/beta/entropy/README.md @@ -123,21 +123,18 @@ v = entropy( 1.0, -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 EPS = require( '@stdlib/constants/float64/eps' ); var entropy = require( '@stdlib/stats/base/dists/beta/entropy' ); -var alpha; -var beta; -var v; -var i; +var opts = { + 'dtype': 'float64' +}; +var alpha = uniform( 10, EPS, 10.0, opts ); +var beta = uniform( 10, EPS, 10.0, opts ); -for ( i = 0; i < 10; i++ ) { - alpha = ( randu()*10.0 ) + EPS; - beta = ( randu()*10.0 ) + EPS; - v = entropy( alpha, beta ); - console.log( 'α: %d, β: %d, h(X;α,β): %d', alpha.toFixed( 4 ), beta.toFixed( 4 ), v.toFixed( 4 ) ); -} +logEachMap( 'α: %0.4f, β: %0.4f, h(X;α,β): %0.4f', alpha, beta, entropy ); ``` diff --git a/lib/node_modules/@stdlib/stats/base/dists/beta/entropy/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/beta/entropy/examples/index.js index 4415b7cea7d3..6556684a12ea 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/beta/entropy/examples/index.js +++ b/lib/node_modules/@stdlib/stats/base/dists/beta/entropy/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 entropy = require( './../lib' ); -var alpha; -var beta; -var v; -var i; +var opts = { + 'dtype': 'float64' +}; +var alpha = uniform( 10, EPS, 10.0, opts ); +var beta = uniform( 10, EPS, 10.0, opts ); -for ( i = 0; i < 10; i++ ) { - alpha = ( randu()*10.0 ) + EPS; - beta = ( randu()*10.0 ) + EPS; - v = entropy( alpha, beta ); - console.log( 'α: %d, β: %d, h(X;α,β): %d', alpha.toFixed( 4 ), beta.toFixed( 4 ), v.toFixed( 4 ) ); -} +logEachMap( 'α: %0.4f, β: %0.4f, h(X;α,β): %0.4f', alpha, beta, entropy ); diff --git a/lib/node_modules/@stdlib/stats/base/dists/beta/kurtosis/README.md b/lib/node_modules/@stdlib/stats/base/dists/beta/kurtosis/README.md index f2cced896f10..18262a85d535 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/beta/kurtosis/README.md +++ b/lib/node_modules/@stdlib/stats/base/dists/beta/kurtosis/README.md @@ -123,21 +123,18 @@ v = kurtosis( 1.0, -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 EPS = require( '@stdlib/constants/float64/eps' ); var kurtosis = require( '@stdlib/stats/base/dists/beta/kurtosis' ); -var alpha; -var beta; -var v; -var i; +var opts = { + 'dtype': 'float64' +}; +var alpha = uniform( 10, EPS, 10.0, opts ); +var beta = uniform( 10, EPS, 10.0, opts ); -for ( i = 0; i < 10; i++ ) { - alpha = ( randu()*10.0 ) + EPS; - beta = ( randu()*10.0 ) + EPS; - v = kurtosis( alpha, beta ); - console.log( 'α: %d, β: %d, Kurt(X;α,β): %d', alpha.toFixed( 4 ), beta.toFixed( 4 ), v.toFixed( 4 ) ); -} +logEachMap( 'α: %0.4f, β: %0.4f, Kurt(X;α,β): %0.4f', alpha, beta, kurtosis ); ``` diff --git a/lib/node_modules/@stdlib/stats/base/dists/beta/kurtosis/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/beta/kurtosis/examples/index.js index 6092207e5d94..e96a3bd68f60 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/beta/kurtosis/examples/index.js +++ b/lib/node_modules/@stdlib/stats/base/dists/beta/kurtosis/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 kurtosis = require( './../lib' ); -var alpha; -var beta; -var v; -var i; +var opts = { + 'dtype': 'float64' +}; +var alpha = uniform( 10, EPS, 10.0, opts ); +var beta = uniform( 10, EPS, 10.0, opts ); -for ( i = 0; i < 10; i++ ) { - alpha = ( randu()*10.0 ) + EPS; - beta = ( randu()*10.0 ) + EPS; - v = kurtosis( alpha, beta ); - console.log( 'α: %d, β: %d, Kurt(X;α,β): %d', alpha.toFixed( 4 ), beta.toFixed( 4 ), v.toFixed( 4 ) ); -} +logEachMap( 'α: %0.4f, β: %0.4f, Kurt(X;α,β): %0.4f', alpha, beta, kurtosis ); diff --git a/lib/node_modules/@stdlib/stats/base/dists/beta/logcdf/README.md b/lib/node_modules/@stdlib/stats/base/dists/beta/logcdf/README.md index 994c72a9a062..0692790595d8 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/beta/logcdf/README.md +++ b/lib/node_modules/@stdlib/stats/base/dists/beta/logcdf/README.md @@ -151,23 +151,19 @@ y = mylogcdf( 0.3 ); ```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 logcdf = require( '@stdlib/stats/base/dists/beta/logcdf' ); -var alpha; -var beta; -var x; -var y; -var i; - -for ( i = 0; i < 10; i++ ) { - x = randu(); - alpha = ( randu()*5.0 ) + EPS; - beta = ( randu()*5.0 ) + EPS; - y = logcdf( x, alpha, beta ); - console.log( 'x: %d, α: %d, β: %d, ln(F(x;α,β)): %d', x.toFixed( 4 ), alpha.toFixed( 4 ), beta.toFixed( 4 ), y.toFixed( 4 ) ); -} +var opts = { + 'dtype': 'float64' +}; +var alpha = uniform( 10, EPS, 10.0, opts ); +var beta = uniform( 10, EPS, 10.0, opts ); +var x = uniform( 10, 0.0, 1.0, opts ); + +logEachMap( 'x: %0.4f, α: %0.4f, β: %0.4f, ln(F(x;α,β)): %0.4f', x, alpha, beta, logcdf ); ``` diff --git a/lib/node_modules/@stdlib/stats/base/dists/beta/logcdf/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/beta/logcdf/examples/index.js index adbd82683b66..5adfb40836f9 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/beta/logcdf/examples/index.js +++ b/lib/node_modules/@stdlib/stats/base/dists/beta/logcdf/examples/index.js @@ -18,20 +18,16 @@ 'use strict'; -var randu = require( '@stdlib/random/base/randu' ); +var uniform = require( '@stdlib/random/array/uniform' ); +var logEachMap = require( '@stdlib/console/log-each-map' ); var EPS = require( '@stdlib/constants/float64/eps' ); var logcdf = require( './../lib' ); -var alpha; -var beta; -var x; -var y; -var i; +var opts = { + 'dtype': 'float64' +}; +var alpha = uniform( 10, EPS, 10.0, opts ); +var beta = uniform( 10, EPS, 10.0, opts ); +var x = uniform( 10, 0.0, 1.0, opts ); -for ( i = 0; i < 10; i++ ) { - x = randu(); - alpha = ( randu()*5.0 ) + EPS; - beta = ( randu()*5.0 ) + EPS; - y = logcdf( x, alpha, beta ); - console.log( 'x: %d, α: %d, β: %d, ln(F(x;α,β)): %d', x.toFixed( 4 ), alpha.toFixed( 4 ), beta.toFixed( 4 ), y.toFixed( 4 ) ); -} +logEachMap( 'x: %0.4f, α: %0.4f, β: %0.4f, ln(F(x;α,β)): %0.4f', x, alpha, beta, logcdf ); diff --git a/lib/node_modules/@stdlib/stats/base/dists/beta/logpdf/README.md b/lib/node_modules/@stdlib/stats/base/dists/beta/logpdf/README.md index 6e086a5ee7cc..2320e49e4d27 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/beta/logpdf/README.md +++ b/lib/node_modules/@stdlib/stats/base/dists/beta/logpdf/README.md @@ -146,23 +146,19 @@ y = mylogPDF( 0.3 ); ```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 logpdf = require( '@stdlib/stats/base/dists/beta/logpdf' ); -var alpha; -var beta; -var x; -var y; -var i; - -for ( i = 0; i < 10; i++ ) { - x = randu(); - alpha = ( randu()*5.0 ) + EPS; - beta = ( randu()*5.0 ) + EPS; - y = logpdf( x, alpha, beta ); - console.log( 'x: %d, α: %d, β: %d, ln(f(x;α,β)): %d', x.toFixed( 4 ), alpha.toFixed( 4 ), beta.toFixed( 4 ), y.toFixed( 4 ) ); -} +var opts = { + 'dtype': 'float64' +}; +var alpha = uniform( 10, EPS, 5.0, opts ); +var beta = uniform( 10, EPS, 5.0, opts ); +var x = uniform( 10, 0.0, 1.0, opts ); + +logEachMap( 'x: %0.4f, α: %0.4f, β: %0.4f, ln(f(x;α,β)): %0.4f', x, alpha, beta, logpdf ); ``` diff --git a/lib/node_modules/@stdlib/stats/base/dists/beta/logpdf/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/beta/logpdf/examples/index.js index 9944d4a3f346..f513a2114386 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/beta/logpdf/examples/index.js +++ b/lib/node_modules/@stdlib/stats/base/dists/beta/logpdf/examples/index.js @@ -18,20 +18,16 @@ 'use strict'; -var randu = require( '@stdlib/random/base/randu' ); +var uniform = require( '@stdlib/random/array/uniform' ); +var logEachMap = require( '@stdlib/console/log-each-map' ); var EPS = require( '@stdlib/constants/float64/eps' ); var logpdf = require( './../lib' ); -var alpha; -var beta; -var x; -var y; -var i; +var opts = { + 'dtype': 'float64' +}; +var alpha = uniform( 10, EPS, 5.0, opts ); +var beta = uniform( 10, EPS, 5.0, opts ); +var x = uniform( 10, 0.0, 1.0, opts ); -for ( i = 0; i < 10; i++ ) { - x = randu(); - alpha = ( randu()*5.0 ) + EPS; - beta = ( randu()*5.0 ) + EPS; - y = logpdf( x, alpha, beta ); - console.log( 'x: %d, α: %d, β: %d, ln(f(x;α,β)): %d', x.toFixed( 4 ), alpha.toFixed( 4 ), beta.toFixed( 4 ), y.toFixed( 4 ) ); -} +logEachMap( 'x: %0.4f, α: %0.4f, β: %0.4f, ln(f(x;α,β)): %0.4f', x, alpha, beta, logpdf ); diff --git a/lib/node_modules/@stdlib/stats/base/dists/beta/mean/README.md b/lib/node_modules/@stdlib/stats/base/dists/beta/mean/README.md index 0db0320bdcef..f558bcad1e12 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/beta/mean/README.md +++ b/lib/node_modules/@stdlib/stats/base/dists/beta/mean/README.md @@ -123,21 +123,18 @@ v = mean( 1.0, -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 EPS = require( '@stdlib/constants/float64/eps' ); var mean = require( '@stdlib/stats/base/dists/beta/mean' ); -var alpha; -var beta; -var v; -var i; +var opts = { + 'dtype': 'float64' +}; +var alpha = uniform( 10, EPS, 10.0, opts ); +var beta = uniform( 10, EPS, 10.0, opts ); -for ( i = 0; i < 10; i++ ) { - alpha = ( randu()*10.0 ) + EPS; - beta = ( randu()*10.0 ) + EPS; - v = mean( alpha, beta ); - console.log( 'α: %d, β: %d, E(X;α,β): %d', alpha.toFixed( 4 ), beta.toFixed( 4 ), v.toFixed( 4 ) ); -} +logEachMap( 'α: %0.4f, β: %0.4f, E(X;α,β): %0.4f', alpha, beta, mean ); ``` diff --git a/lib/node_modules/@stdlib/stats/base/dists/beta/mean/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/beta/mean/examples/index.js index d2f0658eb579..2d7269871382 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/beta/mean/examples/index.js +++ b/lib/node_modules/@stdlib/stats/base/dists/beta/mean/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 mean = require( './../lib' ); -var alpha; -var beta; -var v; -var i; +var opts = { + 'dtype': 'float64' +}; +var alpha = uniform( 10, EPS, 10.0, opts ); +var beta = uniform( 10, EPS, 10.0, opts ); -for ( i = 0; i < 10; i++ ) { - alpha = ( randu()*10.0 ) + EPS; - beta = ( randu()*10.0 ) + EPS; - v = mean( alpha, beta ); - console.log( 'α: %d, β: %d, E(X;α,β): %d', alpha.toFixed( 4 ), beta.toFixed( 4 ), v.toFixed( 4 ) ); -} +logEachMap( 'α: %0.4f, β: %0.4f, E(X;α,β): %0.4f', alpha, beta, mean ); diff --git a/lib/node_modules/@stdlib/stats/base/dists/beta/median/README.md b/lib/node_modules/@stdlib/stats/base/dists/beta/median/README.md index 2bef1a90b5df..8373cac1250a 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/beta/median/README.md +++ b/lib/node_modules/@stdlib/stats/base/dists/beta/median/README.md @@ -26,7 +26,7 @@ limitations under the License.
-The [median][median] for a [beta][beta-distribution] random variable is the value for which +The [median][median] for a [beta][beta-distribution] random variable is the value for which the regularized incomplete beta function `I(α,β)` is equal to `0.5`, i.e. @@ -124,21 +124,18 @@ v = median( 1.0, -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 EPS = require( '@stdlib/constants/float64/eps' ); var median = require( '@stdlib/stats/base/dists/beta/median' ); -var alpha; -var beta; -var v; -var i; - -for ( i = 0; i < 10; i++ ) { - alpha = ( randu()*10.0 ) + EPS; - beta = ( randu()*10.0 ) + EPS; - v = median( alpha, beta ); - console.log( 'α: %d, β: %d, Median(X;α,β): %d', alpha.toFixed( 4 ), beta.toFixed( 4 ), v.toFixed( 4 ) ); -} +var opts = { + 'dtype': 'float64' +}; +var alpha = uniform( 10, EPS, 10.0, opts ); +var beta = uniform( 10, EPS, 10.0, opts ); + +logEachMap( 'α: %0.4f, β: %0.4f, Median(X;α,β): %0.4f', alpha, beta, median ); ```
diff --git a/lib/node_modules/@stdlib/stats/base/dists/beta/median/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/beta/median/examples/index.js index 2ed8e004cfee..58da291956a6 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/beta/median/examples/index.js +++ b/lib/node_modules/@stdlib/stats/base/dists/beta/median/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 median = require( './../lib' ); -var alpha; -var beta; -var v; -var i; +var opts = { + 'dtype': 'float64' +}; +var alpha = uniform( 10, EPS, 10.0, opts ); +var beta = uniform( 10, EPS, 10.0, opts ); -for ( i = 0; i < 10; i++ ) { - alpha = ( randu()*10.0 ) + EPS; - beta = ( randu()*10.0 ) + EPS; - v = median( alpha, beta ); - console.log( 'α: %d, β: %d, Median(X;α,β): %d', alpha.toFixed( 4 ), beta.toFixed( 4 ), v.toFixed( 4 ) ); -} +logEachMap( 'α: %0.4f, β: %0.4f, Median(X;α,β): %0.4f', alpha, beta, median );