loadings: Extract the loadings from an O2PLS fit

In OmicsPLS: Data Integration with Two-Way Orthogonal Partial Least Squares

Extract the loadings from an O2PLS fit

Description

This function extracts loading parameters from an O2PLS fit

Usage

loadings(x, ...)

## S3 method for class 'o2m'
loadings(
  x,
  loading_name = c("Xjoint", "Yjoint", "gr_Xjoint", "gr_Yjoint", "Xorth", "Yorth"),
  subset = 0,
  sorted = FALSE,
  ...
)

Arguments

x	Object of class o2m
...	For consistency
loading_name	character string. One of the following: 'Xjoint', 'Yjoint', 'gr_Xjoint', 'gr_Yjoint', 'Xorth' or 'Yorth'.
subset	subset of loading vectors to be extracted.
sorted	Logical. Should the rows of the loadings be sorted according to the absolute magnitute of the first column?

Value

Loading matrix

See Also

scores

Examples

loadings(o2m(scale(-2:2),scale(-2:2*4),1,0,0))

OmicsPLS documentation built on April 3, 2025, 5:25 p.m.