convert_domain: Transfer data from one input domain to another via common...

In bbuchsbaum/multivarious: Extensible Data Structures for Multivariate Analysis

Transfer data from one input domain to another via common latent space

Description

Convert between data representations in a multiblock decomposition/alignment by projecting the input data onto a common latent space and then reconstructing it in the target domain.

Usage

convert_domain(x, new_data, i, j, comp, rowind, colind, ...)

Arguments

x	The model fit, typically an object of a class that implements a transfer method
new_data	The data to transfer, with the same number of rows as the source data block
i	The index of the source data block
j	The index of the destination data block
comp	A vector of component indices to use in the reconstruction
rowind	Optional set of row indices to transfer (default: all rows)
colind	Optional set of column indices to transfer (default: all columns)
...	Additional arguments passed to the underlying convert_domain method

Value

A matrix or data frame representing the transferred data in the target domain

See Also

project_block for projecting a single block of data onto the subspace

bbuchsbaum/multivarious documentation built on April 15, 2024, 3:33 a.m.