/** * @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 isPositiveInteger = require( '@stdlib/assert/is-positive-integer' ).isPrimitive; var incrmmean = require( './../../../incr/mmean' ); // MAIN // /** * Returns an accumulator function which incrementally computes a moving harmonic mean. * * ## Method * * - The harmonic mean of positive real numbers \\(x_0, x_1, \ldots, x_{n-1}\\) is defined as * * ```tex * \begin{align*} * H &= \frac{n}{\frac{1}{x_0} + \frac{1}{x_1} + \cdots + \frac{1}{x_{n-1}}} \\ * &= \frac{n}{\sum_{i=0}^{n-1} \frac{1}{x_i}} * \end{align*} * ``` * * which may be expressed * * ```tex * H = \biggl( \frac{\sum_{i=0}^{n-1} \frac{1}{x_i}}{n} \biggr)^{-1} * ``` * * - Accordingly, to compute the harmonic mean for each window incrementally, we can simply compute the arithmetic mean of reciprocal values and then compute the reciprocal of the result. * * @param {PositiveInteger} W - window size * @throws {TypeError} must provide a positive integer * @returns {Function} accumulator function * * @example * var accumulator = incrmhmean( 3 ); * * var v = accumulator(); * // returns null * * v = accumulator( 2.0 ); * // returns 2.0 * * v = accumulator( 5.0 ); * // returns ~2.86 * * v = accumulator( 3.0 ); * // returns ~2.90 * * v = accumulator( 5.0 ); * // returns ~4.09 * * v = accumulator(); * // returns ~4.09 */ function incrmhmean( W ) { var mmean; if ( !isPositiveInteger( W ) ) { throw new TypeError( 'invalid argument. Must provide a positive integer. Value: `' + W + '`.' ); } mmean = incrmmean( W ); return accumulator; /** * If provided a value, the accumulator function returns an updated harmonic mean. If not provided a value, the accumulator function returns the current harmonic mean. * * @private * @param {number} [x] - input value * @returns {(number|null)} harmonic mean or null */ function accumulator( x ) { var v; if ( arguments.length === 0 ) { v = mmean(); if ( v === null ) { return v; } return 1.0 / v; } return 1.0 / mmean( 1.0/x ); } } // EXPORTS // module.exports = incrmhmean;