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JavaScript statistical functions for arrays: max, min, range, midrange, sum, mean / average, median, modes, variance, standard deviation, mean absolute deviation, z scores
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var arr = { | |
max: function(array) { | |
return Math.max.apply(null, array); | |
}, | |
min: function(array) { | |
return Math.min.apply(null, array); | |
}, | |
range: function(array) { | |
return arr.max(array) - arr.min(array); | |
}, | |
midrange: function(array) { | |
return arr.range(array) / 2; | |
}, | |
sum: function(array) { | |
var num = 0; | |
for (var i = 0, l = array.length; i < l; i++) num += array[i]; | |
return num; | |
}, | |
mean: function(array) { | |
return arr.sum(array) / array.length; | |
}, | |
median: function(array) { | |
array.sort(function(a, b) { | |
return a - b; | |
}); | |
var mid = array.length / 2; | |
return mid % 1 ? array[mid - 0.5] : (array[mid - 1] + array[mid]) / 2; | |
}, | |
modes: function(array) { | |
if (array.length === 0) return null; | |
var modeMap = {}, | |
maxCount = 1, | |
modes = [array[0]]; | |
array.forEach(function(val) { | |
if (modeMap[val] === undefined) modeMap[val] = 1; | |
else modeMap[val]++; | |
if (modeMap[val] > maxCount) { | |
modes = [val]; | |
maxCount = modeMap[val]; | |
} | |
else if (modeMap[val] == maxCount) { | |
modes.push(val); | |
maxCount = modeMap[val]; | |
} | |
}); | |
return modes; | |
}, | |
variance: function(array) { | |
var mean = arr.mean(array); | |
return arr.mean(array.map(function(num) { | |
return Math.pow(num - mean, 2); | |
})); | |
}, | |
standardDeviation: function(array) { | |
return Math.sqrt(arr.variance(array)); | |
}, | |
meanAbsoluteDeviation: function(array) { | |
var mean = arr.mean(array); | |
return arr.mean(array.map(function(num) { | |
return Math.abs(num - mean); | |
})); | |
}, | |
zScores: function(array) { | |
var mean = arr.mean(array); | |
var standardDeviation = arr.standardDeviation(array); | |
return array.map(function(num) { | |
return (num - mean) / standardDeviation; | |
}); | |
} | |
}; | |
// Function aliases: | |
arr.average = arr.mean; |
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