Melt.Sim.Cors {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),