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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 pow = require( '@stdlib/math/base/special/pow' ); var SQRT2 = require( '@stdlib/constants/float64/sqrt-two' ); // MAIN // /** * Returns the skewness of a triangular distribution. * * @param {number} a - minimum support * @param {number} b - maximum support * @param {number} c - mode * @returns {number} skewness * * @example * var v = skewness( 0.0, 1.0, 0.5 ); * // returns 0.0 * * @example * var v = skewness( 4.0, 12.0, 9.0 ); * // returns ~-0.236 * * @example * var v = skewness( -4.0, 4.0, -1.0 ); * // returns ~0.236 * * @example * var v = skewness( 1.0, -0.1, 0.5 ); * // returns NaN * * @example * var v = skewness( 0.0, 1.0, 2.0 ); * // returns NaN * * @example * var v = skewness( NaN, 4.0, 2.0 ); * // returns NaN * * @example * var v = skewness( 0.0, NaN, 2.0 ); * // returns NaN * * @example * var v = skewness( 0.0, 4.0, NaN ); * // returns NaN */ function skewness( a, b, c ) { var out; if ( isnan( a ) || isnan( b ) || isnan( c ) || !( a <= c && c <= b ) ) { return NaN; } out = SQRT2 * ( a + b - (2*c) ) * ( (2*a) - b - c ) * ( a - (2*b) + c ); out /= 5.0 * pow( (a*a) + (b*b) + (c*c) - (a*b) - (a*c) - (b*c), 1.5 ); return out; } // EXPORTS // module.exports = skewness;