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@stdlib/stats

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Standard library statistical functions.

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/** * @license Apache-2.0 * * Copyright (c) 2020 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 memoize = require( '@stdlib/utils/memoize' ); // VARIABLES // var memoized; // FUNCTIONS // /** * Calculates the weight for the `(x,n)` pair and memoizes the result. * * @private * @param {number} x - input value * @param {NonNegativeInteger} n - number of observations * @returns {number} weight */ function weights( x, n ) { var mlim; if ( n === 0 ) { return ( x === 0 ) ? 1 : 0; } mlim = n * ( n + 1 ) / 2; if ( x < 0 || x > mlim ) { return 0; } if ( x > mlim / 2 ) { x = mlim - x; } return memoized( x - n, n - 1 ) + memoized( x, n - 1 ); } // MAIN // memoized = memoize( weights ); // EXPORTS // module.exports = memoized;