ca_standardize {booklet}R Documentation

Data standardization for CA

Description

Perform data standardization for multivariate exploratory data analysis.

Usage

ca_standardize(X, weighted_row = rep(1, nrow(X)))

ca_standardize_sup(X, type = c("row", "col"), weighted_row = rep(1, nrow(X)))

Arguments

X

Active or supplementary datasets

weighted_row

row weights

type

standardization for supplementary rows or cols

Value

A dataframe of the same size as X.

Examples

library(booklet)

mtcars[, c(2, 8:11)] |>
  ca_standardize() |>
  head()

[Package booklet version 1.0.0 Index]