getCanCorMulti: Canonical Correlation Value for SmCCA

In KechrisLab/SmCCNet: Sparse Multiple Canonical Correlation Network Analysis Tool

Canonical Correlation Value for SmCCA

Description

Calculate canonical correlation value for SmCCA given canonical weight vectors and scaling factor

Usage

getCanCorMulti(X, CCcoef, CCWeight, Y)

Arguments

X	A list of data each with same number of subjects.
CCcoef	A vector of scaling factors indicating weights for each pairwise canonical correlation.
CCWeight	A list of canonical weight vectors corresponds to each data in X.
Y	A phenotype matrix, should have only one column.

Value

A numeric value of the total canonical correlation

Examples

library(SmCCNet)
data("ExampleData")
getCanCorMulti(list(X1,X2), CCcoef = c(1,1,1), 
CCWeight = list(rnorm(500,0,1), rnorm(100,0,1)), Y = Y)

KechrisLab/SmCCNet documentation built on April 18, 2024, 9:46 p.m.