History of Idiom 203 > diff from v11 to v12
Edit summary for version 12 by Francob411:
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Version 11
2019-11-02, 17:37:16
Version 12
2019-11-02, 17:43:45
Idiom #203 Calculate mean and standarddeviation
Calculate the mean m and the standard deviation s of the list of floating point values data.
Idiom #203 Calculate mean and standarddeviation
Calculate the mean m and the standard deviation s of the list of floating point values data.
Extra Keywords
avg average varianceExtra Keywords
avg average varianceCode
defmodule SD do
import Enum, only: [sum: 1]
import :math, only: [sqrt: 1, pow: 2]
def standard_deviation(data) do
data
|> mean
|> variance(data)
|> mean
|> sqrt
end
def mean(data) do
sum(data) / length(data)
end
def variance(mean, data) do
for n <- data, do: pow(n - mean, 2)
end
end
# usage
data = [1,2,3,4]
m = SD.mean(data) # => 2.5
sd = SD.standard_deviation(data) # => 1.118033988749895
Code
defmodule SD do
import Enum, only: [map: 2, sum: 1]
import :math, only: [sqrt: 1, pow: 2]
def standard_deviation(data) do
m = mean(data)
data |> variance(m) |> mean |> sqrt
end
def mean(data) do
sum(data) / length(data)
end
def variance(data, mean) do
for n <- data, do: pow(n - mean, 2)
end
end
# usage
data = [1,2,3,4]
m = SD.mean(data) # => 2.5
sd = SD.standard_deviation(data) # => 1.118033988749895
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