Canonical Correlation Value for SmCCA

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)
#> [1] 0.1217937