standardization — standardize

To calculate the Z-score using variance normalization, the formula is as follows:

\(Z = \frac{(x - mean(x))}{sd(x)}\)

Usage

standardize_vector(x)

Arguments

x: A numeric vector

Value

A standardized numeric vector

Examples

standardize_vector(1:10)
#>  [1] -1.4863011 -1.1560120 -0.8257228 -0.4954337 -0.1651446  0.1651446
#>  [7]  0.4954337  0.8257228  1.1560120  1.4863011