@stdlib/stats/base/dists/signrank/cdf/README.md

Standard library statistical functions.

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# Cumulative Distribution Function

> Wilcoxon signed rank test statistic [cumulative distribution function][cdf].

<section class="intro">

</section>

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<section class="usage">

## Usage

```javascript
var cdf = require( '@stdlib/stats/base/dists/signrank/cdf' );
```

#### cdf( x, n )

Evaluates the [cumulative distribution function][cdf] of the Wilcoxon signed rank test statistic with `n` observations.

```javascript
var y = cdf( 7.0, 9 );
// returns ~0.037

y = cdf( 7.0, 6 );
// returns ~0.281

y = cdf( -1.0, 40 );
// returns 0.0
```

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

```javascript
var y = cdf( NaN, 8 );
// returns NaN

y = cdf( 0.0, NaN );
// returns NaN
```

If provided `x < 0`, the function returns `NaN`.

```javascript
var y = cdf( 2.0, -1.0 );
// returns NaN
```

If not provided a positive integer for `n`, the function returns `NaN`.

```javascript
var y = cdf( 2.0, 0 );
// returns NaN

y = cdf( 2.0, -2 );
// returns NaN

y = cdf( 2.0, 8.9 );
// returns NaN
```

#### cdf.factory( n )

Returns a function for evaluating the [cumulative distribution function][cdf] of the Wilcoxon signed rank test statistic with `n` observations.

```javascript
var mycdf = cdf.factory( 8 );
var y = mycdf( 3.9 );
// returns ~0.027

y = mycdf( 17.0 );
// returns ~0.473
```

</section>

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<section class="examples">

## Examples

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

```javascript
var ceil = require( '@stdlib/math/base/special/ceil' );
var randu = require( '@stdlib/random/base/randu' );
var cdf = require( '@stdlib/stats/base/dists/signrank/cdf' );

var n;
var x;
var y;
var i;

for ( i = 0; i < 10; i++ ) {
    x = randu() * 30.0;
    n = ceil( randu() * 30.0 );
    y = cdf( x, n );
    console.log( 'x: %d, n: %d, F(x;n): %d', x.toFixed( 4 ), n.toFixed( 4 ), y.toFixed( 4 ) );
}
```

</section>

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</section>

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<section class="links">

[cdf]: https://en.wikipedia.org/wiki/Cumulative_distribution_function

</section>

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