Created
March 5, 2023 02:35
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Calculates standard deviation
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/** | |
* Gets the standard deviation from a set of numbers. | |
* @example | |
* const { mean, stdv } = getStandardDeviation([10, 10, 10, 10, 5]); | |
* console.log(mean); // 9 | |
* console.log(stdv); // 2 | |
* @param {[number]} numbers - An array of numbers. | |
* @returns Object containing `mean` and `stdv`. | |
*/ | |
function getStandardDeviation(numbers) { | |
// Calculates the mean of all numbers | |
function calcMean(numbers) { | |
if (numbers.length === 0) { | |
return 0; | |
} | |
return numbers.reduce((sum, number) => sum + number, 0) / numbers.length; | |
} | |
// Calculates the standard deviation of all numbers | |
function calcStandardDeviation(numbers, mean) { | |
const deviationsSum = numbers.reduce((sum, number) => { | |
const diff = number - mean; | |
return sum + (diff * diff); | |
}, 0); | |
return Math.sqrt(deviationsSum / numbers.length); | |
} | |
const mean = calcMean(numbers); | |
const stdv = calcStandardDeviation(numbers, mean); | |
return { | |
mean, | |
stdv, | |
}; | |
} |
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