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@stdlib/stats

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Standard library statistical functions.

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/** * @license Apache-2.0 * * Copyright (c) 2019 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 setReadOnly = require( '@stdlib/utils/define-nonenumerable-read-only-property' ); var isIteratorLike = require( '@stdlib/assert/is-iterator-like' ); var isFunction = require( '@stdlib/assert/is-function' ); var iteratorSymbol = require( '@stdlib/symbol/iterator' ); var incrmeanabs2 = require( './../../../incr/meanabs2' ); var format = require( '@stdlib/string/format' ); // MAIN // /** * Returns an iterator which iteratively computes a cumulative arithmetic mean of squared absolute values. * * @param {Iterator} iterator - input iterator * @throws {TypeError} must provide an iterator * @returns {Iterator} iterator * * @example * var runif = require( '@stdlib/random/iter/uniform' ); * * var rand = runif( -10.0, 10.0, { * 'iter': 100 * }); * * var it = itercumeanabs2( rand ); * * var v = it.next().value; * // returns <number> * * v = it.next().value; * // returns <number> * * v = it.next().value; * // returns <number> * * // ... */ function itercumeanabs2( iterator ) { var iter; var FLG; var acc; if ( !isIteratorLike( iterator ) ) { throw new TypeError( format( 'invalid argument. Must provide an iterator. Value: `%s`.', iterator ) ); } acc = incrmeanabs2(); // Create an iterator protocol-compliant object: iter = {}; setReadOnly( iter, 'next', next ); setReadOnly( iter, 'return', end ); // If an environment supports `Symbol.iterator`, make the iterator iterable: if ( iteratorSymbol && isFunction( iterator[ iteratorSymbol ] ) ) { setReadOnly( iter, iteratorSymbol, factory ); } return iter; /** * Returns an iterator protocol-compliant object containing the next iterated value. * * @private * @returns {Object} iterator protocol-compliant object */ function next() { var v; if ( FLG ) { return { 'done': true }; } v = iterator.next(); if ( v.done ) { FLG = true; return v; } if ( typeof v.value === 'number' ) { v = acc( v.value ); } else { v = acc( NaN ); } return { 'value': v, 'done': false }; } /** * Finishes an iterator. * * @private * @param {*} [value] - value to return * @returns {Object} iterator protocol-compliant object */ function end( value ) { FLG = true; if ( arguments.length ) { return { 'value': value, 'done': true }; } return { 'done': true }; } /** * Returns a new iterator. * * @private * @returns {Iterator} iterator */ function factory() { return itercumeanabs2( iterator[ iteratorSymbol ]() ); } } // EXPORTS // module.exports = itercumeanabs2;