/** * @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 incrmsum = require( './../../../incr/msum' ); // MAIN // /** * Returns an accumulator function which incrementally computes a moving residual sum of squares. * * @param {PositiveInteger} W - window size * @throws {TypeError} must provide a positive integer * @returns {Function} accumulator function * * @example * var accumulator = incrmrss( 3 ); * * var r = accumulator(); * // returns null * * r = accumulator( 2.0, 3.0 ); * // returns 1.0 * * r = accumulator( -5.0, 2.0 ); * // returns 50.0 * * r = accumulator( 3.0, 2.0 ); * // returns 51.0 * * r = accumulator( 5.0, -2.0 ); * // returns 99.0 * * r = accumulator(); * // returns 99.0 */ function incrmrss( W ) { var sum; if ( !isPositiveInteger( W ) ) { throw new TypeError( 'invalid argument. Must provide a positive integer. Value: `' + W + '`.' ); } sum = incrmsum( W ); return accumulator; /** * If provided input values, the accumulator function returns an updated residual sum of squares. If not provided input values, the accumulator function returns the current residual sum of squares. * * @private * @param {number} [x] - input value * @param {number} [y] - input value * @returns {(number|null)} residual sum of squares or null */ function accumulator( x, y ) { var r; if ( arguments.length === 0 ) { return sum(); } r = y - x; return sum( r*r ); } } // EXPORTS // module.exports = incrmrss;