AdjSigVarExp: Adjust Signal Variation Explained

In CJIVE: Canonical Joint and Individual Variation Explained (CJIVE)

Adjust Signal Variation Explained

Description

Adjusts the proportion of total variation attributable to each signal component to predetermined values

Usage

AdjSigVarExp(J, I, N, JntVarEx, IndVarEx)

Arguments

J	joint signal matrix of size n-by-p
I	individual signal matrix of size n-by-p
N	noise/error matrix of size n-by-p
JntVarEx	desired proportion of total variation explained by the joint signal
IndVarEx	desired proportion of total variation explained by the individual signal

Value

a list of 3 items: 1) adjusted joint signal matrix; 2) adjusted individual signal matrix; 3) data matrix additively comprised of the adjusted signal matrices

CJIVE documentation built on Jan. 22, 2023, 1:24 a.m.