multiblock_biprojector: Create a Multiblock Bi-Projector

In bbuchsbaum/multivarious: Extensible Data Structures for Multivariate Analysis

Create a Multiblock Bi-Projector

Description

Constructs a multiblock bi-projector using the given component matrix (v), score matrix (s), singular values (sdev), a preprocessing function, and a list of block indices. This allows for two-way mapping with multiblock data.

Usage

multiblock_biprojector(
  v,
  s,
  sdev,
  preproc = prep(pass()),
  ...,
  block_indices,
  classes = NULL
)

Arguments

v	A matrix of components (nrow = number of variables, ncol = number of components).
s	A matrix of scores (nrow = samples, ncol = components).
sdev	A numeric vector of singular values or standard deviations.
preproc	A pre-processing object (default: prep(pass())).
...	Extra arguments.
block_indices	A list of numeric vectors specifying data block variable indices.
classes	Additional class attributes (default NULL).

Value

A multiblock_biprojector object.

See Also

bi_projector, multiblock_projector

bbuchsbaum/multivarious documentation built on Dec. 23, 2024, 7:47 a.m.