/** * @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 isNonNegativeNumber = require( '@stdlib/assert/is-nonnegative-number' ).isPrimitive; // MAIN // /** * Returns an accumulator function which incrementally computes an exponentially weighted mean. * * @param {NonNegativeNumber} alpha - smoothing factor * @throws {TypeError} must provide a nonnegative number * @throws {RangeError} must be on the interval `[0,1]` * @returns {Function} accumulator function * * @example * var accumulator = increwmean( 0.5 ); * * var v = accumulator(); * // returns null * * v = accumulator( 2.0 ); * // returns 2.0 * * v = accumulator( -5.0 ); * // returns -1.5 * * v = accumulator(); * // returns -1.5 */ function increwmean( alpha ) { var m; if ( !isNonNegativeNumber( alpha ) ) { throw new TypeError( 'invalid argument. Must provide a nonnegative number. Value: `' + alpha + '`.' ); } if ( alpha < 0.0 || alpha > 1.0 ) { throw new RangeError( 'invalid argument. Must provide a nonnegative number on the interval [0,1]. Value: `' + alpha + '`.' ); } return accumulator; /** * If provided a value, the accumulator function returns an updated mean. If not provided a value, the accumulator function returns the current mean. * * @private * @param {number} [x] - new value * @returns {(number|null)} mean value or null */ function accumulator( x ) { if ( arguments.length === 0 ) { return ( m === void 0 ) ? null : m; } if ( m === void 0 ) { m = x; } else { m += alpha * ( x-m ); } return m; } } // EXPORTS // module.exports = increwmean;