Skip to content

Latest commit

 

History

History
263 lines (162 loc) · 9.46 KB

README.md

File metadata and controls

263 lines (162 loc) · 9.46 KB
Raw
About stdlib...

We believe in a future in which the web is a preferred environment for numerical computation. To help realize this future, we've built stdlib. stdlib is a standard library, with an emphasis on numerical and scientific computation, written in JavaScript (and C) for execution in browsers and in Node.js.

The library is fully decomposable, being architected in such a way that you can swap out and mix and match APIs and functionality to cater to your exact preferences and use cases.

When you use stdlib, you can be absolutely certain that you are using the most thorough, rigorous, well-written, studied, documented, tested, measured, and high-quality code out there.

To join us in bringing numerical computing to the web, get started by checking us out on GitHub, and please consider financially supporting stdlib. We greatly appreciate your continued support!

incrmhmean

NPM version Build Status Coverage Status

Compute a moving harmonic mean incrementally.

The harmonic mean of positive real numbers x_0, x_1, ..., x_{n-1} is defined as

$$\begin{align}H &= \frac{n}{\frac{1}{x_0} + \frac{1}{x_1} + \cdots + \frac{1}{x_{n-1}}} \\ &= \frac{n}{\displaystyle\sum_{i=0}^{n-1} \frac{1}{x_i}} \\ &= \biggl( \frac{\displaystyle\sum_{i=0}^{n-1} \frac{1}{x_i}}{n} \biggr)^{-1}\end{align}$$

Usage

import incrmhmean from 'https://cdn.jsdelivr.net/gh/stdlib-js/stats-incr-mhmean@esm/index.mjs';

incrmhmean( window )

Returns an accumulator function which incrementally computes a moving harmonic mean. The window parameter defines the number of values over which to compute the moving harmonic mean.

var accumulator = incrmhmean( 3 );

accumulator( [x] )

If provided an input value x, the accumulator function returns an updated harmonic mean. If not provided an input value x, the accumulator function returns the current harmonic-mean.

var accumulator = incrmhmean( 3 );

var v = accumulator();
// returns null

// Fill the window...
v = accumulator( 2.0 ); // [2.0]
// returns 2.0

v = accumulator( 1.0 ); // [2.0, 1.0]
// returns ~1.33

v = accumulator( 3.0 ); // [2.0, 1.0, 3.0]
// returns ~1.64

// Window begins sliding...
v = accumulator( 7.0 ); // [1.0, 3.0, 7.0]
// returns ~2.03

v = accumulator( 5.0 ); // [3.0, 7.0, 5.0]
// returns ~4.44

v = accumulator();
// returns ~4.44

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 at least W-1 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.
  • As W values are needed to fill the window buffer, the first W-1 returned values are calculated from smaller sample sizes. Until the window is full, each returned value is calculated from all provided values.

Examples

<!DOCTYPE html>
<html lang="en">
<body>
<script type="module">

import randu from 'https://cdn.jsdelivr.net/gh/stdlib-js/random-base-randu@esm/index.mjs';
import incrmhmean from 'https://cdn.jsdelivr.net/gh/stdlib-js/stats-incr-mhmean@esm/index.mjs';

var accumulator;
var v;
var i;

// Initialize an accumulator:
accumulator = incrmhmean( 5 );

// For each simulated datum, update the moving harmonic mean...
for ( i = 0; i < 100; i++ ) {
    v = randu() * 100.0;
    accumulator( v );
}
console.log( accumulator() );

</script>
</body>
</html>

See Also

Notice

This package is part of stdlib, a standard library with an emphasis on numerical and scientific computing. The library provides a collection of robust, high performance libraries for mathematics, statistics, streams, utilities, and more.

For more information on the project, filing bug reports and feature requests, and guidance on how to develop stdlib, see the main project repository.

Community

Chat

License

See LICENSE.

Copyright

Copyright © 2016-2024. The Stdlib Authors.