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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 isnan = require( '@stdlib/math/base/assert/is-nan' ); var NINF = require( '@stdlib/constants/float64/ninf' ); // MAIN // /** * Returns a function for evaluating the natural logarithm of the probability mass function (PMF) of a degenerate distribution centered at a provided mean value. * * @param {number} mu - value at which to center the distribution * @returns {Function} logPMF * * @example * var logpmf = factory( 5.0 ); * * var y = logpmf( 0.0 ); * // returns -Infinity * * y = logpmf( 5.0 ); * // returns 0.0 */ function factory( mu ) { if ( isnan( mu ) ) { return constantFunction( NaN ); } return logpmf; /** * Evaluates the natural logarithm of the probability mass function (PMF) for a degenerate distribution. * * @private * @param {number} x - input value * @returns {number} evaluated logPMF * * @example * var y = logpmf( 10.0 ); * // returns <number> */ function logpmf( x ) { if ( isnan( x ) ) { return NaN; } return ( x === mu ) ? 0.0 : NINF; } } // EXPORTS // module.exports = factory;