77 lines
1.8 KiB
JavaScript
77 lines
1.8 KiB
JavaScript
/**
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* @license Apache-2.0
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*
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* Copyright (c) 2018 The Stdlib Authors.
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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'use strict';
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/**
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* Locally-weighted polynomial regression via the LOWESS algorithm.
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*
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* @module @stdlib/stats/lowess
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*
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* @example
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* var lowess = require( '@stdlib/stats/lowess' );
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*
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* var x = [
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* 4, 4, 7, 7, 8, 9, 10, 10, 10, 11, 11, 12, 12, 12, 12, 13, 13, 13, 13, 14,
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* 14, 14, 14, 15, 15, 15, 16, 16, 17, 17, 17, 18, 18, 18, 18, 19, 19, 19, 20,
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* 20, 20, 20, 20, 22, 23, 24, 24, 24, 24, 25
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* ];
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* var y = [
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* 2, 10, 4, 22, 16, 10, 18, 26, 34, 17, 28, 14, 20, 24, 28, 26, 34, 34, 46,
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* 26, 36, 60, 80, 20, 26, 54, 32, 40, 32, 40, 50, 42, 56, 76, 84, 36, 46, 68,
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* 32, 48, 52, 56, 64, 66, 54, 70, 92, 93, 120, 85
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* ];
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*
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* var out = lowess( x, y );
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* /* returns
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* {
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* 'x': [
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* 4,
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* 4,
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* 7,
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* 7,
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* ...,
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* 24,
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* 24,
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* 24,
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* 25
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* ],
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* 'y': [
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* ~4.857,
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* ~4.857,
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* ~13.1037,
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* ~13.1037,
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* ...,
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* ~79.102,
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* ~79.102,
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* ~79.102,
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* ~84.825
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* ]
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* }
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* *\/
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*/
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// MODULES //
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var lowess = require( './main.js' );
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// EXPORTS //
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module.exports = lowess;
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