Melt.Sim.Cors: Converts correlations of predicted to true joint subject...

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

Converts correlations of predicted to true joint subject scores to a format conducive to ggplot2

Description

Converts correlations of predicted to true joint subject scores into a format conducive to ggplot2

Usage

Melt.Sim.Cors(sim.dat, r.J, p1, p2)

Arguments

sim.dat	matrix with each row representing results from a replicate in the simulation study described in CJIVE manuscript
r.J	(Numeric/integer) the joint rank, i.e. number of components in the joint subspace
p1	number of variables/features in data set X1
p2	number of variables/features in data set X2

Value

data frame with seven columns: one each for the joint variance explained in each data set, one column containing the method by which predictions were obtained, one column containing the component number (1,...,r.J),

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