normalization: Normalize numeric vector

In thisutils: Collection of Utility Functions for Data Analysis and Computing

Normalize numeric vector

Description

Normalize numeric vector

Usage

normalization(x, method = "max_min", na_rm = TRUE, ...)

Arguments

x	Input numeric vector.
method	Method used for normalization.
na_rm	Whether to remove NA values, and if setting TRUE, using 0 instead.
...	Parameters for other methods.

Value

Normalized numeric vector

Examples

x <- c(runif(2), NA, -runif(2))
x
normalization(x, method = "max_min")
normalization(x, method = "maximum")
normalization(x, method = "sum")
normalization(x, method = "softmax")
normalization(x, method = "z_score")
normalization(x, method = "mad")
normalization(x, method = "unit_vector")
normalization(x, method = "unit_vector", na_rm = FALSE)

thisutils documentation built on July 3, 2025, 9:09 a.m.