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@stdlib/stats

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Standard library statistical functions.

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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 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. --> # Variance > [Discrete uniform][discrete-uniform-distribution] distribution [variance][variance]. <!-- 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 [variance][variance] for a [discrete uniform][discrete-uniform-distribution] random variable is <!-- <equation class="equation" label="eq:discrete_uniform_variance" align="center" raw="\operatorname{Var}\left( X \right) = \frac{\left( b - a + 1 \right)^2 - 1}{12}" alt="Variance for a discrete uniform distribution."> --> <div class="equation" align="center" data-raw-text="\operatorname{Var}\left( X \right) = \frac{\left( b - a + 1 \right)^2 - 1}{12}" data-equation="eq:discrete_uniform_variance"> <img src="https://cdn.jsdelivr.net/gh/stdlib-js/stdlib@591cf9d5c3a0cd3c1ceec961e5c49d73a68374cb/lib/node_modules/@stdlib/stats/base/dists/discrete-uniform/variance/docs/img/equation_discrete_uniform_variance.svg" alt="Variance for a discrete uniform distribution."> <br> </div> <!-- </equation> --> where `a` is the minimum support and `b` the maximum support of the distribution. </section> <!-- /.intro --> <!-- Package usage documentation. --> <section class="usage"> ## Usage ```javascript var variance = require( '@stdlib/stats/base/dists/discrete-uniform/variance' ); ``` #### variance( a, b ) Returns the [variance][variance] of a [discrete uniform][discrete-uniform-distribution] distribution with parameters `a` (minimum support) and `b` (maximum support). ```javascript var v = variance( 0, 1 ); // returns ~0.25 v = variance( 4, 12 ); // returns ~6.667 v = variance( -4, 4 ); // returns ~6.667 ``` If `a` or `b` is not an integer value, the function returns `NaN`. ```javascript var v = variance( 0.1, 2 ); // returns NaN v = variance( 0, 2.2 ); // returns NaN v = variance( NaN, 2 ); // returns NaN v = variance( 2, NaN ); // returns NaN ``` If provided `a > b`, the function returns `NaN`. ```javascript var v = variance( 3, 2 ); // returns NaN v = variance( -1, -2 ); // 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 randint = require( '@stdlib/random/base/discrete-uniform' ); var variance = require( '@stdlib/stats/base/dists/discrete-uniform/variance' ); var randa = randint.factory( 0, 10 ); var randb = randint.factory(); var a; var b; var v; var i; for ( i = 0; i < 10; i++ ) { a = randa(); b = randb( a, a+randa() ); v = variance( a, b ); console.log( 'a: %d, b: %d, Var(X;a,b): %d', a.toFixed( 4 ), b.toFixed( 4 ), v.toFixed( 4 ) ); } ``` </section> <!-- /.examples --> <!-- Section to include cited references. If references are included, add a horizontal rule *before* the section. Make sure to keep an empty line after the `section` element and another before the `/section` close. --> <section class="references"> </section> <!-- /.references --> <!-- 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"> [discrete-uniform-distribution]: https://en.wikipedia.org/wiki/Discrete_uniform_distribution [variance]: https://en.wikipedia.org/wiki/Variance </section> <!-- /.links -->