get_rlist: Generate rank-specific matrices by combining the left and...
In rrda: Ridge Redundancy Analysis for High-Dimensional Omics Data

get_rlist

R Documentation

Generate rank-specific matrices by combining the left and right components.

Description

Generate rank-specific matrices by combining the left and right components of the coefficeint Bhat. In our formula, Bhat is stored as LeftBhatlambda_k (the left component vectors, p times r matrix) and RightBhatlambda_k (the right component vectors, q times r) for each lambda value. Here, n is the number of samples, p is the number of variables of X, q is the number of variables of Y, and r is the specified rank in the Ridge Redundancy Analysis.

Usage

get_rlist(LV, RV, nrank)

Arguments

`LV`	A numeric matrix of the left component vectors.
`RV`	A numeric matrix of the right component vectors.
`nrank`	A numeric vector indicating the rank(s) of Bhat.