PCA_initializer: Initialises a node using PCA

Description Usage Arguments Details

View source: R/initializer_functions.R

Description

Initialises the LVs of the given node using PCA.

Usage

1

Arguments

node

An object of the R6Class Node.

rank

An integer indicating the rank, or maximum number of LVs/PCs. If left as NULL, the rank is equal to the number of variables in that block.

Details

The number of LVs or the rank can be set explicitly, or it will be automatically determined.

The function has no explicit return value, instead the R6Class node object is updated.

The PCA initializer suffers from the sign indeterminacy. This is an issue that will be adressed in future releases.


GeertPostma/pathmodelr documentation built on Oct. 5, 2021, 4:17 p.m.