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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. */ 'use strict'; // MODULES // var isnan = require( '@stdlib/math/base/assert/is-nan' ); var sqrt = require( '@stdlib/math/base/special/sqrt' ); var zeta = require( '@stdlib/math/base/special/riemann-zeta' ); var PI = require( '@stdlib/constants/float64/pi' ); // VARIABLES // var SKEWNESS = 12.0 * sqrt( 6.0 ) * zeta( 3.0 ) / ( PI*PI*PI ); // MAIN // /** * Returns the skewness for a Gumbel distribution with location `mu` and scale `beta`. * * @param {number} mu - location parameter * @param {PositiveNumber} beta - scale parameter * @returns {number} skewness * * @example * var y = skewness( 0.0, 1.0 ); * // returns ~1.14 * * @example * var y = skewness( 5.0, 2.0 ); * // returns ~1.14 * * @example * var y = skewness( NaN, 1.0 ); * // returns NaN * * @example * var y = skewness( 0.0, NaN ); * // returns NaN * * @example * var y = skewness( 0.0, 0.0 ); * // returns NaN */ function skewness( mu, beta ) { if ( isnan( mu ) || isnan( beta ) || beta <= 0.0 ) { return NaN; } return SKEWNESS; } // EXPORTS // module.exports = skewness;