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How to use quantile method in Best

Best JavaScript code snippet using best

quantile-test.js

...5suite.addBatch({6  "quantile": {7    topic: load("arrays/quantile").expression("d3.quantile"),8    "requires sorted numeric input": function(quantile) {9      assert.equal(quantile([1, 2, 3, 4], 0), 1);10      assert.equal(quantile([1, 2, 3, 4], 1), 4);11      assert.equal(quantile([4, 3, 2, 1], 0), 4);12      assert.equal(quantile([4, 3, 2, 1], 1), 1);13    },14    "uses the R-7 algorithm": function(quantile) {15      var data = [3, 6, 7, 8, 8, 10, 13, 15, 16, 20];16      assert.equal(quantile(data, 0), 3);17      assert.equal(quantile(data, .25), 7.25);18      assert.equal(quantile(data, .5), 9);19      assert.equal(quantile(data, .75), 14.5);20      assert.equal(quantile(data, 1), 20);21      var data = [3, 6, 7, 8, 8, 9, 10, 13, 15, 16, 20];22      assert.equal(quantile(data, 0), 3);23      assert.equal(quantile(data, .25), 7.5);24      assert.equal(quantile(data, .5), 9);25      assert.equal(quantile(data, .75), 14);26      assert.equal(quantile(data, 1), 20);27    },28    "coerces values to numbers": function(quantile) {29      var strings = ["1", "2", "3", "4"];30      assert.strictEqual(quantile(strings, 1/3), 2);31      assert.strictEqual(quantile(strings, 1/2), 2.5);32      assert.strictEqual(quantile(strings, 2/3), 3);33      var dates = [new Date(2011, 0, 1), new Date(2012, 0, 1)];34      assert.strictEqual(quantile(dates, 0), +new Date(2011, 0, 1));35      assert.strictEqual(quantile(dates, 1/2), +new Date(2011, 6, 2, 13));36      assert.strictEqual(quantile(dates, 1), +new Date(2012, 0, 1));37    },38    "returns an exact value for integer p-values": function(quantile) {39      var data = [1, 2, 3, 4];40      assert.equal(quantile(data, 1/3), 2);41      assert.equal(quantile(data, 2/3), 3);42    },43    "returns the first value for p = 0": function(quantile) {44      var data = [1, 2, 3, 4];45      assert.equal(quantile(data, 0), 1);46    },47    "returns the last value for p = 1": function(quantile) {48      var data = [1, 2, 3, 4];49      assert.equal(quantile(data, 1), 4);50    }51  }52});...

Using AI Code Generation

1var points = new java.util.ArrayList();2points.add(new Point(0.0, 0.0));3points.add(new Point(1.0, 1.0));4points.add(new Point(2.0, 2.0));5points.add(new Point(3.0, 3.0));6points.add(new Point(4.0, 4.0));7points.add(new Point(5.0, 5.0));8points.add(new Point(6.0, 6.0));9points.add(new Point(7.0, 7.0));10points.add(new Point(8.0, 8.0));11points.add(new Point(9.0, 9.0));12var bestFitLine = new BestFitLine(points);13print(bestFitLine);14var quantile = 0.9;15var quantileLine = bestFitLine.getQuantileLine(quantile);16print(quantileLine);

Using AI Code Generation

1var points = [new Point(1,1), new Point(2,2), new Point(3,3), new Point(4,4)];2var line = new BestFitLine(points);3var quantile = 0.5;4var quantilePoint = line.quantile(quantile);5var quantilePointX = quantilePoint.x;6var quantilePointY = quantilePoint.y;7var points = [new Point(1,1), new Point(2,2), new Point(3,3), new Point(4,4)];8var line = new BestFitLine(points);9var quantile = 0.5;10var quantilePoint = line.quantile(quantile);11var quantilePointX = quantilePoint.x;12var quantilePointY = quantilePoint.y;13var points = [new Point(1,1), new Point(2,2), new Point(3,3), new Point(4,4)];14var line = new BestFitLine(points);15var quantile = 0.5;16var quantilePoint = line.quantile(quantile);17var quantilePointX = quantilePoint.x;18var quantilePointY = quantilePoint.y;19var points = [new Point(1,1), new Point(2,2), new Point(3,3), new Point(4,4)];20var line = new BestFitLine(points);21var quantile = 0.5;22var quantilePoint = line.quantile(quantile);23var quantilePointX = quantilePoint.x;24var quantilePointY = quantilePoint.y;25var points = [new Point(1,1), new Point(2,2), new Point(3,3), new Point(4,4)];26var line = new BestFitLine(points);27var quantile = 0.5;28var quantilePoint = line.quantile(quantile);29var quantilePointX = quantilePoint.x;30var quantilePointY = quantilePoint.y;

Using AI Code Generation

1var data = ee.ImageCollection('MODIS/006/MOD13Q1')2    .filterDate('2013-01-01', '2014-01-01')3    .select('NDVI');4var bestFit = data.reduce(ee.Reducer.bestFitLine('NDVI', 'time'));5var q = bestFit.select('quantile');6Map.addLayer(q, {min: 0, max: 1, palette: ['FF0000', '00FF00']}, 'quantile');7Map.setCenter(-121.5, 39.5, 8);8var data = ee.ImageCollection('MODIS/006/MOD13Q1')9    .filterDate('2013-01-01', '2014-01-01')10    .select('NDVI');11var bestFit = data.reduce(ee.Reducer.bestFitLine('NDVI', 'time'));12var q = bestFit.select('quantile');13var q1 = q.expression('1 - quantile', {quantile: q});14Map.addLayer(q1, {min: 0, max: 1, palette: ['FF0000', '00FF00']}, 'quantile');15Map.setCenter(-121.5, 39.5, 8);16var data = ee.ImageCollection('MODIS/006/MOD13Q1')17    .filterDate('2013-01-01', '2014-01-01')18    .select('NDVI');19var bestFit = data.reduce(ee.Reducer.bestFitLine('NDVI', 'time'));20var q = bestFit.select('quantile');21var q1 = q.expression('1 - quantile', {quantile: q});22var q2 = q1.expression('1 - quantile', {quantile: q1});23Map.addLayer(q2, {min: 0, max: 1, palette: ['FF0000', '00FF00']}, 'quantile');24Map.setCenter(-121.5, 39.5, 8);25var data = ee.ImageCollection('MODIS/006/M

Using AI Code Generation

1var BestFit = require('bestfit');2var data = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10];3var bf = new BestFit(data);4var quantile = bf.quantile(0.25);5console.log(quantile);6var BestFit = require('bestfit');7var data = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10];8var bf = new BestFit(data);9var quantile = bf.quantile(0.75);10console.log(quantile);11var BestFit = require('bestfit');12var data = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10];13var bf = new BestFit(data);14var quantile = bf.quantile(0.5);15console.log(quantile);16var BestFit = require('bestfit');17var data = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10];18var bf = new BestFit(data);19var quantile = bf.quantile(0.9);20console.log(quantile);21var BestFit = require('bestfit');22var data = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10];23var bf = new BestFit(data);24var quantile = bf.quantile(0.1);25console.log(quant

Using AI Code Generation

1  {x: 0.1, y: 0.5},2  {x: 0.2, y: 1.0},3  {x: 0.3, y: 1.5},4  {x: 0.4, y: 2.0},5  {x: 0.5, y: 2.5},6  {x: 0.6, y: 3.0},7  {x: 0.7, y: 3.5},8  {x: 0.8, y: 4.0},9  {x: 0.9, y: 4.5},10  {x: 1.0, y: 5.0},11  {x: 1.1, y: 5.5},12  {x: 1.2, y: 6.0},13  {x: 1.3, y: 6.5},14  {x: 1.4, y: 7.0},15  {x: 1.5, y: 7.5},16  {x: 1.6, y: 8.0},17  {x: 1.7, y: 8.5},18  {x: 1.8, y: 9.0},19  {x: 1.9, y: 9.5},20  {x: 2.0, y: 10.0},21  {x: 2.1, y: 10.5},22  {x: 2.2, y: 11.0},23  {x: 2.3, y: 11.5},24  {x: 2.4, y: 12.0},25  {x: 2.5, y: 12.5},26  {x: 2.6, y: 13.0},27  {x: 2.7, y: 13.5},28  {x: 2.8, y: 14.0},29  {x: 2.9, y: 14.5},30  {x: 3.0

Using AI Code Generation

1var BestFit = require('./BestFit.js');2var data = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10];3var value = 6;4var quantile = BestFit.quantile(data, value);5console.log('The quantile of ' + value + ' in the data set is ' + quantile);6var BestFit = {};7BestFit.quantile = function(data, value) {8    data.sort(function(a, b) {9        return a - b;10    });11    var length = data.length;12    var quantile = 0;13    for (var i = 0; i < length; i++) {14        if (value < data[i]) {15            if (i === 0) {16                quantile = 0;17            } else {18                quantile = i / length;19            }20            break;21        }22    }23    return quantile;24};25module.exports = BestFit;26var BestFit = require('./BestFit.js');

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