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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. --> # Triangular > Triangular distribution constructor. <!-- 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 --> <!-- Package usage documentation. --> <section class="usage"> ## Usage ```javascript var Triangular = require( '@stdlib/stats/base/dists/triangular/ctor' ); ``` #### Triangular( \[a, b, c] ) Returns a [triangular][triangular-distribution] distribution object. ```javascript var triangular = new Triangular(); var mu = triangular.mean; // returns 0.5 ``` By default, `a = 0.0`, `b = 1.0`, and `c = 0.5`. To create a distribution having a different `a` (minimum support), `b` (maximum support), and `c` (mode), provide the corresponding arguments. ```javascript var triangular = new Triangular( 2.0, 4.0, 3.5 ); var mu = triangular.mean; // returns ~3.167 ``` * * * ## triangular An [triangular][triangular-distribution] distribution object has the following properties and methods... ### Writable Properties #### triangular.a Minimum support of the distribution. `a` **must** be a number smaller than or equal to `b` and `c`. ```javascript var triangular = new Triangular(); var a = triangular.a; // returns 0.0 triangular.a = 0.5; a = triangular.a; // returns 0.5 ``` #### triangular.b Maximum support of the distribution. `b` **must** be a number larger than or equal to `a` and `c`. ```javascript var triangular = new Triangular( 2.0, 4.0, 2.5 ); var b = triangular.b; // returns 4.0 triangular.b = 3.0; b = triangular.b; // returns 3.0 ``` #### triangular.c Mode of the distribution. `c` **must** be a number larger than or equal to `a` and smaller than or equal to `b`. ```javascript var triangular = new Triangular( 2.0, 5.0, 4.0 ); var c = triangular.c; // returns 4.0 triangular.c = 3.0; c = triangular.c; // returns 3.0 ``` * * * ### Computed Properties #### Triangular.prototype.entropy Returns the [differential entropy][entropy]. ```javascript var triangular = new Triangular( 4.0, 12.0, 10.0 ); var entropy = triangular.entropy; // returns ~1.886 ``` #### Triangular.prototype.kurtosis Returns the [excess kurtosis][kurtosis]. ```javascript var triangular = new Triangular( 4.0, 12.0, 10.0 ); var kurtosis = triangular.kurtosis; // returns -0.6 ``` #### Triangular.prototype.mean Returns the [expected value][expected-value]. ```javascript var triangular = new Triangular( 4.0, 12.0, 10.0 ); var mu = triangular.mean; // returns ~8.667 ``` #### Triangular.prototype.median Returns the [median][median]. ```javascript var triangular = new Triangular( 4.0, 12.0, 10.0 ); var median = triangular.median; // returns ~8.899 ``` #### Triangular.prototype.mode Returns the [mode][mode]. ```javascript var triangular = new Triangular( 4.0, 12.0, 10.0 ); var mode = triangular.mode; // returns 10.0 ``` #### Triangular.prototype.skewness Returns the [skewness][skewness]. ```javascript var triangular = new Triangular( 4.0, 12.0, 10.0 ); var skewness = triangular.skewness; // returns ~-0.422 ``` #### Triangular.prototype.stdev Returns the [standard deviation][standard-deviation]. ```javascript var triangular = new Triangular( 4.0, 12.0, 10.0 ); var s = triangular.stdev; // returns ~1.7 ``` #### Triangular.prototype.variance Returns the [variance][variance]. ```javascript var triangular = new Triangular( 4.0, 12.0, 10.0 ); var s2 = triangular.variance; // returns ~2.889 ``` * * * ### Methods #### Triangular.prototype.cdf( x ) Evaluates the [cumulative distribution function][cdf] (CDF). ```javascript var triangular = new Triangular( 2.0, 4.0, 3.0 ); var y = triangular.cdf( 2.5 ); // returns 0.125 ``` #### Triangular.prototype.logcdf( x ) Evaluates the natural logarithm of the [cumulative distribution function][cdf] (CDF). ```javascript var triangular = new Triangular( 2.0, 4.0, 3.0 ); var y = triangular.logcdf( 2.5 ); // returns ~-2.079 ``` #### Triangular.prototype.logpdf( x ) Evaluates the natural logarithm of the [probability density function][pdf] (PDF). ```javascript var triangular = new Triangular( 2.0, 4.0, 3.0 ); var y = triangular.logpdf( 2.5 ); // returns ~-0.693 ``` #### Triangular.prototype.pdf( x ) Evaluates the [probability density function][pdf] (PDF). ```javascript var triangular = new Triangular( 2.0, 4.0, 3.0 ); var y = triangular.pdf( 2.5 ); // returns 0.5 ``` #### Triangular.prototype.quantile( p ) Evaluates the [quantile function][quantile-function] at probability `p`. ```javascript var triangular = new Triangular( 2.0, 4.0, 3.0 ); var y = triangular.quantile( 0.5 ); // returns 3.0 y = triangular.quantile( 1.9 ); // 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 Triangular = require( '@stdlib/stats/base/dists/triangular/ctor' ); var triangular = new Triangular( 2.0, 4.0, 3.0 ); var mu = triangular.mean; // returns 3.0 var median = triangular.median; // returns 3.0 var s2 = triangular.variance; // returns ~0.167 var y = triangular.cdf( 2.5 ); // returns 0.125 ``` </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"> [triangular-distribution]: https://en.wikipedia.org/wiki/Triangular_distribution [cdf]: https://en.wikipedia.org/wiki/Cumulative_distribution_function [pdf]: https://en.wikipedia.org/wiki/Probability_density_function [quantile-function]: https://en.wikipedia.org/wiki/Quantile_function [entropy]: https://en.wikipedia.org/wiki/Entropy_%28information_theory%29 [expected-value]: https://en.wikipedia.org/wiki/Expected_value [kurtosis]: https://en.wikipedia.org/wiki/Kurtosis [median]: https://en.wikipedia.org/wiki/Median [mode]: https://en.wikipedia.org/wiki/Mode_%28statistics%29 [skewness]: https://en.wikipedia.org/wiki/Skewness [standard-deviation]: https://en.wikipedia.org/wiki/Standard_deviation [variance]: https://en.wikipedia.org/wiki/Variance </section> <!-- /.links -->