/** * @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 PINF = require( '@stdlib/constants/float64/pinf' ); // MAIN // /** * Computes a chi-square test statistic. * * @private * @param {NonNegativeInteger} N - number of indexed elements * @param {Float64Array} x - observation frequencies * @param {integer} strideX - `x` stride length * @param {Float64Array} y - expected frequencies * @param {integer} strideY - `y` stride length * @returns {number} test statistic */ function testStatistic( N, x, strideX, y, strideY ) { var stat; var v1; var v2; var d; var i; stat = 0.0; for ( i = 0; i < N; i++ ) { v1 = x[ i*strideX ]; v2 = y[ i*strideY ]; if ( v2 === 0.0 ) { if ( v1 === 0.0 ) { continue; } return PINF; } d = v1 - v2; stat += ( d * d ) / v2; } return stat; } // EXPORTS // module.exports = testStatistic;