AdjSigVarExp {CJIVE} | R Documentation |
Adjusts the proportion of total variation attributable to each signal component to predetermined values
AdjSigVarExp(J, I, N, JntVarEx, IndVarEx)
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 |
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