pca_ind_cos2 {booklet}R Documentation

Compute individual squared cosines

Description

Return individual squared cosines for each principal component

Usage

pca_ind_cos2(ind_coords, weighted_col = rep(1, ncol(ind_coords)))

Arguments

ind_coords

individual coordinates

weighted_col

column weights

Value

A dataframe of individual squared cosines.

Examples

library(booklet)

iris[, -5] |>
  pca_standardize_norm() |>
  pca_weighted_eigen() |>
  pca_ind_coords() |>
  pca_ind_cos2() |>
  head()

[Package booklet version 1.0.0 Index]