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Sep 14, 2025
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docs: replace manual for loop in examples #8077

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85b4329
docs: replace manual for loop in examples
hrshya Sep 14, 2025
da0f9bf
fix: resolves lint issues
hrshya Sep 14, 2025
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24 changes: 10 additions & 14 deletions lib/node_modules/@stdlib/stats/base/dists/gumbel/mgf/README.md
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Expand Up @@ -136,22 +136,18 @@ y = myMGF( -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 mgf = require( '@stdlib/stats/base/dists/gumbel/mgf' );

var beta;
var mu;
var t;
var y;
var i;

for ( i = 0; i < 10; i++ ) {
t = randu();
mu = (randu() * 10.0) - 5.0;
beta = randu() * 20.0;
y = mgf( t, mu, beta );
console.log( 't: %d, µ: %d, β: %d, M_X(t;µ,β): %d', t.toFixed( 4 ), mu.toFixed( 4 ), beta.toFixed( 4 ), y.toFixed( 4 ) );
}
var opts = {
'dtype': 'float64'
};
var beta = uniform( 10, 0.0, 20.0, opts );
var mu = uniform( 10, -5.0, 5.0, opts );
var t = uniform( 10, 0.0, 1.0, opts );

logEachMap( 't: %0.4f, µ: %0.4f, β: %0.4f, M_X(t;µ,β): %0.4f', t, mu, beta, mgf );
```

</section>
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22 changes: 9 additions & 13 deletions lib/node_modules/@stdlib/stats/base/dists/gumbel/mgf/examples/index.js
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Expand Up @@ -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 beta;
var mu;
var t;
var y;
var i;
var opts = {
'dtype': 'float64'
};
var beta = uniform( 10, 0.0, 20.0, opts );
var mu = uniform( 10, -5.0, 5.0, opts );
var t = uniform( 10, 0.0, 1.0, opts );

for ( i = 0; i < 10; i++ ) {
t = randu();
mu = (randu() * 10.0) - 5.0;
beta = randu() * 20.0;
y = mgf( t, mu, beta );
console.log( 't: %d, µ: %d, β: %d, M_X(t;µ,β): %d', t.toFixed( 4 ), mu.toFixed( 4 ), beta.toFixed( 4 ), y.toFixed( 4 ) );
}
logEachMap( 't: %0.4f, µ: %0.4f, β: %0.4f, M_X(t;µ,β): %0.4f', t, mu, beta, mgf );
19 changes: 8 additions & 11 deletions lib/node_modules/@stdlib/stats/base/dists/gumbel/mode/README.md
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Expand Up @@ -111,20 +111,17 @@ y = mode( 0.0, -1.0 );
<!-- eslint no-undef: "error" -->

```javascript
var randu = require( '@stdlib/random/base/randu' );
var uniform = require( '@stdlib/random/array/uniform' );
var logEachMap = require( '@stdlib/console/log-each-map' );
var mode = require( '@stdlib/stats/base/dists/gumbel/mode' );

var beta;
var mu;
var y;
var i;
var opts = {
'dtype': 'float64'
};
var beta = uniform( 10, 0.0, 20.0, opts );
var mu = uniform( 10, -5.0, 5.0, opts );

for ( i = 0; i < 10; i++ ) {
mu = ( randu()*10.0 ) - 5.0;
beta = randu() * 20.0;
y = mode( mu, beta );
console.log( 'µ: %d, β: %d, mode(X;µ,β): %d', mu.toFixed( 4 ), beta.toFixed( 4 ), y.toFixed( 4 ) );
}
logEachMap( 'µ: %0.4f, β: %0.4f, mode(X;µ,β): %0.4f', mu, beta, mode );
```

</section>
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19 changes: 8 additions & 11 deletions lib/node_modules/@stdlib/stats/base/dists/gumbel/mode/examples/index.js
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Expand Up @@ -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 beta;
var mu;
var y;
var i;
var opts = {
'dtype': 'float64'
};
var beta = uniform( 10, 0.0, 20.0, opts );
var mu = uniform( 10, -5.0, 5.0, opts );

for ( i = 0; i < 10; i++ ) {
mu = ( randu()*10.0 ) - 5.0;
beta = randu() * 20.0;
y = mode( mu, beta );
console.log( 'µ: %d, β: %d, mode(X;µ,β): %d', mu.toFixed( 4 ), beta.toFixed( 4 ), y.toFixed( 4 ) );
}
logEachMap( 'µ: %0.4f, β: %0.4f, mode(X;µ,β): %0.4f', mu, beta, mode );
24 changes: 10 additions & 14 deletions lib/node_modules/@stdlib/stats/base/dists/gumbel/pdf/README.md
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Expand Up @@ -116,22 +116,18 @@ y = mypdf( 12.0 );
<!-- eslint no-undef: "error" -->

```javascript
var randu = require( '@stdlib/random/base/randu' );
var uniform = require( '@stdlib/random/array/uniform' );
var logEachMap = require( '@stdlib/console/log-each-map' );
var pdf = require( '@stdlib/stats/base/dists/gumbel/pdf' );

var beta;
var mu;
var x;
var y;
var i;

for ( i = 0; i < 10; i++ ) {
x = randu() * 10.0;
mu = randu() * 10.0;
beta = randu() * 10.0;
y = pdf( x, mu, beta );
console.log( 'x: %d, µ: %d, β: %d, f(x;µ,β): %d', x, mu, beta, y );
}
var opts = {
'dtype': 'float64'
};
var beta = uniform( 100, 0.0, 10.0, opts );
var mu = uniform( 100, 0.0, 10.0, opts );
var x = uniform( 100, 0.0, 10.0, opts );

logEachMap( 'x: %0.4f, µ: %0.4f, β: %0.4f, f(x;µ,β): %0.4f', x, mu, beta, pdf );
```

</section>
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22 changes: 9 additions & 13 deletions lib/node_modules/@stdlib/stats/base/dists/gumbel/pdf/examples/index.js
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Expand Up @@ -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 beta;
var mu;
var x;
var y;
var i;
var opts = {
'dtype': 'float64'
};
var beta = uniform( 100, 0.0, 10.0, opts );
var mu = uniform( 100, 0.0, 10.0, opts );
var x = uniform( 100, 0.0, 10.0, opts );

for ( i = 0; i < 100; i++ ) {
x = randu() * 10.0;
mu = randu() * 10.0;
beta = randu() * 10.0;
y = pdf( x, mu, beta );
console.log( 'x: %d, µ: %d, β: %d, f(x;µ,β): %d', x.toFixed( 4 ), mu.toFixed( 4 ), beta.toFixed( 4 ), y.toFixed( 4 ) );
}
logEachMap( 'x: %0.4f, µ: %0.4f, β: %0.4f, f(x;µ,β): %0.4f', x, mu, beta, pdf );
24 changes: 10 additions & 14 deletions lib/node_modules/@stdlib/stats/base/dists/gumbel/quantile/README.md
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Expand Up @@ -126,23 +126,19 @@ y = myquantile( 0.8 );
<!-- eslint no-undef: "error" -->

```javascript
var uniform = require( '@stdlib/random/base/uniform' );
var uniform = require( '@stdlib/random/array/uniform' );
var logEachMap = require( '@stdlib/console/log-each-map' );
var EPS = require( '@stdlib/constants/float64/eps' );
var quantile = require( '@stdlib/stats/base/dists/gumbel/quantile' );

var beta;
var mu;
var p;
var y;
var i;

for ( i = 0; i < 100; i++ ) {
p = uniform( 0.0, 1.0 );
mu = uniform( -5.0, 5.0 );
beta = uniform( EPS, 10.0 );
y = quantile( p, mu, beta );
console.log( 'p: %d, µ: %d, β: %d, Q(p;µ,β): %d', p.toFixed( 4 ), mu.toFixed( 4 ), beta.toFixed( 4 ), y.toFixed( 4 ) );
}
var opts = {
'dtype': 'float64'
};
var beta = uniform( 100, EPS, 10.0, opts );
var mu = uniform( 100, -5.0, 5.0, opts );
var p = uniform( 100, 0.0, 1.0, opts );

logEachMap( 'p: %0.4f, µ: %0.4f, β: %0.4f, Q(p;µ,β): %0.4f', p, mu, beta, quantile );
```

</section>
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22 changes: 9 additions & 13 deletions lib/node_modules/@stdlib/stats/base/dists/gumbel/quantile/examples/index.js
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Expand Up @@ -18,20 +18,16 @@

'use strict';

var uniform = require( '@stdlib/random/base/uniform' );
var uniform = require( '@stdlib/random/array/uniform' );
var logEachMap = require( '@stdlib/console/log-each-map' );
var EPS = require( '@stdlib/constants/float64/eps' );
var quantile = require( './../lib' );

var beta;
var mu;
var p;
var y;
var i;
var opts = {
'dtype': 'float64'
};
var beta = uniform( 100, EPS, 10.0, opts );
var mu = uniform( 100, -5.0, 5.0, opts );
var p = uniform( 100, 0.0, 1.0, opts );

for ( i = 0; i < 100; i++ ) {
p = uniform( 0.0, 1.0 );
mu = uniform( -5.0, 5.0 );
beta = uniform( EPS, 10.0 );
y = quantile( p, mu, beta );
console.log( 'p: %d, µ: %d, β: %d, Q(p;µ,β): %d', p.toFixed( 4 ), mu.toFixed( 4 ), beta.toFixed( 4 ), y.toFixed( 4 ) );
}
logEachMap( 'p: %0.4f, µ: %0.4f, β: %0.4f, Q(p;µ,β): %0.4f', p, mu, beta, quantile );
19 changes: 8 additions & 11 deletions lib/node_modules/@stdlib/stats/base/dists/gumbel/skewness/README.md
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Expand Up @@ -113,20 +113,17 @@ y = skewness( 0.0, -1.0 );
<!-- eslint no-undef: "error" -->

```javascript
var randu = require( '@stdlib/random/base/randu' );
var uniform = require( '@stdlib/random/array/uniform' );
var logEachMap = require( '@stdlib/console/log-each-map' );
var skewness = require( '@stdlib/stats/base/dists/gumbel/skewness' );

var beta;
var mu;
var y;
var i;
var opts = {
'dtype': 'float64'
};
var beta = uniform( 10, 0.0, 10.0, opts );
var mu = uniform( 10, -5.0, 5.0, opts );

for ( i = 0; i < 10; i++ ) {
mu = ( randu()*10.0 ) - 5.0;
beta = randu() * 20.0;
y = skewness( mu, beta );
console.log( 'µ: %d, β: %d, skew(X;µ,β): %d', mu.toFixed( 4 ), beta.toFixed( 4 ), y.toFixed( 4 ) );
}
logEachMap( 'µ: %0.4f, β: %0.4f, skew(X;µ,β): %0.4f', mu, beta, skewness );
```

</section>
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19 changes: 8 additions & 11 deletions lib/node_modules/@stdlib/stats/base/dists/gumbel/skewness/examples/index.js
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Expand Up @@ -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 beta;
var mu;
var y;
var i;
var opts = {
'dtype': 'float64'
};
var beta = uniform( 10, 0.0, 10.0, opts );
var mu = uniform( 10, -5.0, 5.0, opts );

for ( i = 0; i < 10; i++ ) {
mu = ( randu()*10.0 ) - 5.0;
beta = randu() * 20.0;
y = skewness( mu, beta );
console.log( 'µ: %d, β: %d, skew(X;µ,β): %d', mu.toFixed( 4 ), beta.toFixed( 4 ), y.toFixed( 4 ) );
}
logEachMap( 'µ: %0.4f, β: %0.4f, skew(X;µ,β): %0.4f', mu, beta, skewness );
19 changes: 8 additions & 11 deletions lib/node_modules/@stdlib/stats/base/dists/gumbel/stdev/README.md
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Expand Up @@ -111,20 +111,17 @@ y = stdev( 0.0, -1.0 );
<!-- eslint no-undef: "error" -->

```javascript
var randu = require( '@stdlib/random/base/randu' );
var uniform = require( '@stdlib/random/array/uniform' );
var logEachMap = require( '@stdlib/console/log-each-map' );
var stdev = require( '@stdlib/stats/base/dists/gumbel/stdev' );

var beta;
var mu;
var y;
var i;
var opts = {
'dtype': 'float64'
};
var beta = uniform( 10, 0.0, 10.0, opts );
var mu = uniform( 10, -5.0, 5.0, opts );

for ( i = 0; i < 10; i++ ) {
mu = ( randu()*10.0 ) - 5.0;
beta = randu() * 20.0;
y = stdev( mu, beta );
console.log( 'µ: %d, β: %d, SD(X;µ,β): %d', mu.toFixed( 4 ), beta.toFixed( 4 ), y.toFixed( 4 ) );
}
logEachMap( 'µ: %0.4f, β: %0.4f, SD(X;µ,β): %0.4f', mu, beta, stdev );
```

</section>
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19 changes: 8 additions & 11 deletions lib/node_modules/@stdlib/stats/base/dists/gumbel/stdev/examples/index.js
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Expand Up @@ -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 beta;
var mu;
var y;
var i;
var opts = {
'dtype': 'float64'
};
var beta = uniform( 10, 0.0, 10.0, opts );
var mu = uniform( 10, -5.0, 5.0, opts );

for ( i = 0; i < 10; i++ ) {
mu = ( randu()*10.0 ) - 5.0;
beta = randu() * 20.0;
y = stdev( mu, beta );
console.log( 'µ: %d, β: %d, SD(X;µ,β): %d', mu.toFixed( 4 ), beta.toFixed( 4 ), y.toFixed( 4 ) );
}
logEachMap( 'µ: %0.4f, β: %0.4f, SD(X;µ,β): %0.4f', mu, beta, stdev );
19 changes: 8 additions & 11 deletions lib/node_modules/@stdlib/stats/base/dists/gumbel/variance/README.md
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Expand Up @@ -111,20 +111,17 @@ y = variance( 0.0, -1.0 );
<!-- eslint no-undef: "error" -->

```javascript
var randu = require( '@stdlib/random/base/randu' );
var uniform = require( '@stdlib/random/array/uniform' );
var logEachMap = require( '@stdlib/console/log-each-map' );
var variance = require( '@stdlib/stats/base/dists/gumbel/variance' );

var beta;
var mu;
var y;
var i;
var opts = {
'dtype': 'float64'
};
var beta = uniform( 10, 0.0, 10.0, opts );
var mu = uniform( 10, -5.0, 5.0, opts );

for ( i = 0; i < 10; i++ ) {
mu = ( randu()*10.0 ) - 5.0;
beta = randu() * 20.0;
y = variance( mu, beta );
console.log( 'µ: %d, β: %d, Var(X;µ,β): %d', mu.toFixed( 4 ), beta.toFixed( 4 ), y.toFixed( 4 ) );
}
logEachMap( 'µ: %0.4f, β: %0.4f, Var(X;µ,β): %0.4f', mu, beta, variance );
```

</section>
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