time-to-botec/js/node_modules/@stdlib/stats/incr/prod/README.md

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@license Apache-2.0
Copyright (c) 2018 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
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WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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limitations under the License.
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# incrprod
> Compute a product incrementally.
<section class="intro">
The product is defined as
<!-- <equation class="equation" label="eq:product" align="center" raw="p = \prod_{i=0}^{n-1} x_i" alt="Equation for the product."> -->
<div class="equation" align="center" data-raw-text="p = \prod_{i=0}^{n-1} x_i" data-equation="eq:product">
<img src="https://cdn.jsdelivr.net/gh/stdlib-js/stdlib@ae1331d17d505898a27e695fc60144d786627384/lib/node_modules/@stdlib/stats/incr/prod/docs/img/equation_product.svg" alt="Equation for the product.">
<br>
</div>
<!-- </equation> -->
</section>
<!-- /.intro -->
<section class="usage">
## Usage
```javascript
var incrprod = require( '@stdlib/stats/incr/prod' );
```
#### incrprod()
Returns an accumulator `function` which incrementally computes a product.
```javascript
var accumulator = incrprod();
```
#### accumulator( \[x] )
If provided an input value `x`, the accumulator function returns an updated product. If not provided an input value `x`, the accumulator function returns the current product.
```javascript
var accumulator = incrprod();
var prod = accumulator( 2.0 );
// returns 2.0
prod = accumulator( 1.0 );
// returns 2.0
prod = accumulator( 3.0 );
// returns 6.0
prod = accumulator();
// returns 6.0
```
Under certain conditions, overflow may be transient.
```javascript
// Large values:
var x = 5.0e+300;
var y = 1.0e+300;
// Tiny value:
var z = 2.0e-302;
// Initialize an accumulator:
var accumulator = incrprod();
var prod = accumulator( x );
// returns 5.0e+300
// Transient overflow:
prod = accumulator( y );
// returns Infinity
// Recover a finite result:
prod = accumulator( z );
// returns 1.0e+299
```
Similarly, under certain conditions, underflow may be transient.
```javascript
// Tiny values:
var x = 4.0e-302;
var y = 9.0e-303;
// Large value:
var z = 2.0e+300;
// Initialize an accumulator:
var accumulator = incrprod();
var prod = accumulator( x );
// returns 4.0e-302
// Transient underflow:
prod = accumulator( y );
// returns 0.0
// Recover a non-zero result:
prod = accumulator( z );
// returns 7.2e-304
```
</section>
<!-- /.usage -->
<section class="notes">
## Notes
- Input values are **not** type checked. If provided `NaN` or a value which, when used in computations, results in `NaN`, the accumulated value is `NaN` for **all** future invocations. If non-numeric inputs are possible, you are advised to type check and handle accordingly **before** passing the value to the accumulator function.
- For long running accumulations or accumulations of either large or small numbers, care should be taken to prevent overflow and underflow. Note, however, that overflow/underflow may be transient, as the accumulator does not use a double-precision floating-point number to store an accumulated product. Instead, the accumulator splits an accumulated product into a normalized **fraction** and **exponent** and updates each component separately. Doing so guards against a loss in precision.
</section>
<!-- /.notes -->
<section class="examples">
## Examples
<!-- eslint no-undef: "error" -->
```javascript
var randu = require( '@stdlib/random/base/randu' );
var incrprod = require( '@stdlib/stats/incr/prod' );
var accumulator;
var v;
var i;
// Initialize an accumulator:
accumulator = incrprod();
// For each simulated value, update the product...
for ( i = 0; i < 100; i++ ) {
v = randu() * 100.0;
accumulator( v );
}
console.log( accumulator() );
```
</section>
<!-- /.examples -->
<section class="links">
</section>
<!-- /.links -->