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b070e0d
feat: add stats/base/dists/halfnormal/mode
Lokeshranjan8 Jan 12, 2026
ff63da3
fix: rename tests directory to test
Lokeshranjan8 Jan 12, 2026
1bf015d
fix: rename tests directory to test
Lokeshranjan8 Jan 12, 2026
d13a102
Update data.json
Lokeshranjan8 Jan 12, 2026
900e899
fix: updated the return value 0.0
Lokeshranjan8 Jan 12, 2026
0e8635e
fix: updated the return value 0.0
Lokeshranjan8 Jan 12, 2026
9004287
fix: updated normal with half-normal
Lokeshranjan8 Jan 12, 2026
cd51e6a
fix: updated data.json file
Lokeshranjan8 Jan 12, 2026
8d9916b
Update native.js
Lokeshranjan8 Jan 12, 2026
563913d
Clarify mode explanation in README.md
Lokeshranjan8 Jan 12, 2026
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Update lib/node_modules/@stdlib/stats/base/dists/halfnormal/mode/incl…
Lokeshranjan8 Jan 13, 2026
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Update mode description in README for half-normal
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Update README for half-normal mode equation
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235 changes: 235 additions & 0 deletions lib/node_modules/@stdlib/stats/base/dists/halfnormal/mode/README.md
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@@ -0,0 +1,235 @@
<!--

@license Apache-2.0

Copyright (c) 2026 The Stdlib Authors.

Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at

http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.

-->

# Mode

> [half-normal][half-normal-distribution] distribution [mode][mode].

<!-- Section to include introductory text. Make sure to keep an empty line after the intro `section` element and another before the `/section` close. -->

<section class="intro">

The [mode][mode] for a [half-normal][half-normal-distribution] random variable with scale parameter `σ > 0` is

<!-- <equation class="equation" label="eq:halfnormal_mode" align="center" raw="\operatorname{mode}\left( X \right) = 0" alt="Mode for a half-normal distribution."> -->

```math
\mathop{\mathrm{mode}}\left( X \right) = 0
```

<!-- <div class="equation" align="center" data-raw-text="\operatorname{mode}\left( X \right) = 0" data-equation="eq:halfnormal_mode">
<img src="https://cdn.jsdelivr.net/gh/stdlib-js/stdlib@51534079fef45e990850102147e8945fb023d1d0/lib/node_modules/@stdlib/stats/base/dists/halfnormal/mode/docs/img/equation_halfnormal_mode.svg" alt="Mode for a half-normal distribution.">
<br>
</div> -->

<!-- </equation> -->

</section>

<!-- /.intro -->

<!-- Package usage documentation. -->

<section class="usage">

## Usage

```javascript
var mode = require( '@stdlib/stats/base/dists/halfnormal/mode' );
```

#### mode( sigma )

Returns the [mode][mode] for a [half-normal][half-normal-distribution] distribution with scale parameter `sigma`.

```javascript
var y = mode( 1.0 );
// returns 0.0

y = mode( 2.0 );
// returns 0.0
```

If provided `NaN` as any argument, the function returns `NaN`.

```javascript
var y = mode( NaN );
// returns NaN
```

If provided `sigma <= 0`, the function returns `NaN`.

```javascript
var y = mode( 0.0 );
// returns NaN

y = mode( -1.0 );
// returns NaN
```

</section>

<!-- /.usage -->

<!-- Package usage notes. Make sure to keep an empty line after the `section` element and another before the `/section` close. -->

<section class="notes">

</section>

<!-- /.notes -->

<!-- Package usage examples. -->

<section class="examples">

## Examples

<!-- eslint no-undef: "error" -->

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

var opts = {
'dtype': 'float64'
};
var sigma = uniform( 10, 0.0, 20.0, opts );

logEachMap( 'σ: %0.4f, mode(X;σ): %0.4f', sigma, mode );
```

</section>

<!-- /.examples -->

<!-- C interface documentation. -->

* * *

<section class="c">

## C APIs

<!-- Section to include introductory text. Make sure to keep an empty line after the intro `section` element and another before the `/section` close. -->

<section class="intro">

</section>

<!-- /.intro -->

<!-- C usage documentation. -->

<section class="usage">

### Usage

```c
#include "stdlib/stats/base/dists/halfnormal/mode.h"
```

#### stdlib_base_dists_halfnormal_mode( sigma )

Returns the mode for a [half-normal][half-normal-distribution] distribution with scale parameter `sigma`.

```c
double out = stdlib_base_dists_halfnormal_mode( 1.0 );
// returns 0.0
```

The function accepts the following arguments:

- **sigma**: `[in] double` scale parameter.
- **return**: `[out] double` mode.

```c
double stdlib_base_dists_halfnormal_mode( const double sigma );
```

</section>

<!-- /.usage -->

<!-- C API usage notes. Make sure to keep an empty line after the `section` element and another before the `/section` close. -->

<section class="notes">

</section>

<!-- /.notes -->

<!-- C API usage examples. -->

<section class="examples">

### Examples

```c
#include "stdlib/stats/base/dists/halfnormal/mode.h"
#include <stdlib.h>
#include <stdio.h>

static double random_uniform( const double min, const double max ) {
double v = (double)rand() / ( (double)RAND_MAX + 1.0 );
return min + ( v*(max-min) );
}

int main( void ) {
double sigma;
double y;
int i;

for ( i = 0; i < 10; i++ ) {
sigma = random_uniform( 0.1, 20.0 );
y = stdlib_base_dists_halfnormal_mode( sigma );
printf("σ: %.4f, mode(X;σ): %.4f\n", sigma, y);
}
}
```

</section>

<!-- /.examples -->

</section>

<!-- /.c -->

<!-- Section for related `stdlib` packages. Do not manually edit this section, as it is automatically populated. -->

<section class="related">

</section>

<!-- /.related -->

<!-- Section for all links. Make sure to keep an empty line after the `section` element and another before the `/section` close. -->

<section class="links">

[half-normal-distribution]: https://en.wikipedia.org/wiki/Half-normal_distribution

[mode]: https://en.wikipedia.org/wiki/Mode_%28statistics%29

</section>

<!-- /.links -->
Original file line number Diff line number Diff line change
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/**
* @license Apache-2.0
*
* Copyright (c) 2026 The Stdlib Authors.
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/

'use strict';

// MODULES //

var bench = require( '@stdlib/bench' );
var randu = require( '@stdlib/random/base/randu' );
var isnan = require( '@stdlib/math/base/assert/is-nan' );
var EPS = require( '@stdlib/constants/float64/eps' );
var pkg = require( './../package.json' ).name;
var mode = require( './../lib' );


// MAIN //

bench( pkg, function benchmark( b ) {
var sigma;
var y;
var i;

b.tic();
for ( i = 0; i < b.iterations; i++ ) {
sigma = ( randu()*20.0 ) + EPS;
y = mode( sigma );
if ( isnan( y ) ) {
b.fail( 'should not return NaN' );
}
}
b.toc();
if ( isnan( y ) ) {
b.fail( 'should not return NaN' );
}
b.pass( 'benchmark finished' );
b.end();
});
Original file line number Diff line number Diff line change
@@ -0,0 +1,67 @@
/**
* @license Apache-2.0
*
* Copyright (c) 2026 The Stdlib Authors.
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/

'use strict';

// MODULES //

var resolve = require( 'path' ).resolve;
var bench = require( '@stdlib/bench' );
var Float64Array = require( '@stdlib/array/float64' );
var uniform = require( '@stdlib/random/base/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( './../package.json' ).name;


// VARIABLES //

var mode = tryRequire( resolve( __dirname, './../lib/native.js' ) );
var opts = {
'skip': ( mode instanceof Error )
};


// MAIN //

bench( pkg+'::native', opts, function benchmark( b ) {

Check warning on line 43 in lib/node_modules/@stdlib/stats/base/dists/halfnormal/mode/benchmark/benchmark.native.js

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GitHub Actions / Lint Changed Files

Use `@stdlib/string/format` instead of string concatenation for benchmark descriptions
var sigma;
var len;
var y;
var i;

len = 100;
sigma = new Float64Array( len );
for ( i = 0; i < len; i++ ) {
sigma[ i ] = uniform( EPS, 20.0 );
}
b.tic();
for ( i = 0; i < b.iterations; i++ ) {
y = mode( sigma[ i % len ] );
if ( isnan( y ) ) {
b.fail( 'should not return NaN' );
}
}
b.toc();
if ( isnan( y ) ) {
b.fail( 'should not return NaN' );
}
b.pass( 'benchmark finished' );
b.end();
});
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