iscca.plot: Plot the results of iscca

In iSFun: Integrative Dimension Reduction Analysis for Multi-Source Data

Plot the results of iscca

Description

Plot the convergence path graph in the integrative sparse canonical correlation analysis method or show the the first pair of canonical vectors.

Usage

iscca.plot(x, type)

Arguments

x	list of "iscca", which is the result of command "iscca".
type	character, "path" or "loading" type, if "path", plot the the convergence path graph of vector u and v in the integrative sparse canonical correlation analysis method, if "loading", show the the first pair of canonical vectors.

Details

See details in iscca.

Value

the convergence path graph or the scatter diagrams of the first pair of canonical vectors.

Examples

library(iSFun)
data("simData.cca")
x <- simData.cca$x
y <- simData.cca$y
L <- length(x)
mu1 <- mu3 <- 0.4
mu2 <- mu4 <- 2.5

res_homo_m <- iscca(x = x, y = y, L = L, mu1 = mu1, mu2 = mu2, mu3 = mu3,
                    mu4 = mu4, eps = 5e-2, maxstep = 100, trace = FALSE, draw = FALSE)
iscca.plot(x = res_homo_m, type = "path")
iscca.plot(x = res_homo_m, type = "loading")

iSFun documentation built on March 18, 2022, 7:41 p.m.