CoupledMWCA {mwTensor}

Coupled Multi-way Component Analysis (CoupledMWCA)

Description

The input is assumed to be a CoupledMWCAParams object.

Usage

CoupledMWCA(params)

Arguments

params

CoupledMWCAParams object

Value

CoupledMWCAResult object.

Author(s)

Koki Tsuyuzaki

See Also

CoupledMWCAParams-class and CoupledMWCAResult-class.

Examples

  if(interactive()){
    # Test data (multiple arrays)
    Xs=list(
        X1=array(runif(7*4), dim=c(7,4)),
        X2=array(runif(4*5*6), dim=c(4,5,6)),
        X3=array(runif(6*8), dim=c(6,8)))
    # Setting of factor matrices
    common_model=list(
        X1=list(I1="A1", I2="A2"),
        X2=list(I2="A2", I3="A3", I4="A4"),
        X3=list(I4="A4", I5="A5"))
    # Default Parameters
    params <- defaultCoupledMWCAParams(Xs=Xs, common_model=common_model)
    # Perform Coupled MWCA
    out <- CoupledMWCA(params)
  }