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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 constantFunction = require( '@stdlib/utils/constant-function' ); var isInteger = require( '@stdlib/math/base/assert/is-integer' ); var isnan = require( '@stdlib/math/base/assert/is-nan' ); var floor = require( '@stdlib/math/base/special/floor' ); // MAIN // /** * Returns a function for evaluating the cumulative distribution function (CDF) for a discrete uniform distribution with minimum support `a` and maximum support `b`. * * @param {integer} a - minimum support * @param {integer} b - maximum support * @returns {Function} CDF * * @example * var cdf = factory( 0.0, 10.0 ); * var y = cdf( 0.5 ); * // returns ~0.091 * * y = cdf( 8.0 ); * // returns ~0.818 */ function factory( a, b ) { var am1; var n; if ( isnan( a ) || isnan( b ) || !isInteger( a ) || !isInteger( b ) || a > b ) { return constantFunction( NaN ); } am1 = a - 1.0; n = b - a + 1.0; return cdf; /** * Evaluates the cumulative distribution function (CDF) for a discrete uniform distribution. * * @private * @param {number} x - input value * @returns {Probability} evaluated CDF * * @example * var y = cdf( 2.0 ); * // returns <number> */ function cdf( x ) { if ( isnan( x ) ) { return NaN; } if ( x < a ) { return 0.0; } if ( x >= b ) { return 1.0; } return ( floor( x ) - am1 ) / n; } } // EXPORTS // module.exports = factory;