corplot: Plots of Correlations and Loadings

In whitening: Whitening and High-Dimensional Canonical Correlation Analysis

Plots of Correlations and Loadings

Description

corplot computes the correlation within and between X and Y and displays the three corresponding matrices visusally.

loadplot computes the squared loadings for X and Y and plots the resulting matrices.

Usage

corplot(cca.out, X, Y)
loadplot(cca.out, numScores)

Arguments

cca.out	output from the scca or cca function.
X, Y	input data matrices.
numScores	number of CCA scores shown in plot.

Value

A plot.

Author(s)

Korbinian Strimmer (https://strimmerlab.github.io).

Part of the plot code was adapted from the img.matcor function in the CCA package and from the image.plot function in the fields package.

See Also

scca.

whitening documentation built on June 7, 2022, 5:10 p.m.