naiftuckervi

Location: CuBatch\Model_tuckerVI\naiftuckervi.m

function [Fyb,Gyb,Fyvib,Gyvib,Fyviob,Gyviob,B,loadixb,loadiyb,Ypred] = naiftuckervi (X,Y,Wx,Wy,k);

Description:
IV-Tucker on bootstrapped data of X ( naive bootstrap).

Inputs:
X: X data (tensor)
Y: Y data (tensor)
Wx: Number of PC (X), vector.
Wy: Number of PC (Y), vector.
k: Number of common modes

Outputs:
Fyb: Bootstrapped loadings Tucker(Y)
Gyb: Bootstrapped core Tucker(Y)
Fyvib: Bootstrapped loadings Tucker(PxY)
Gyvib: Bootstrapped core Tucker(PxY)
Fyviob: Bootstrapped loadings Tucker(QxY)
Gyviob: Bootstrapped core Tucker(QxY)
B: Regression coefficient
loadixb: Bootstrapped loadings Tucker(X) (normed)
loadiyb: Bootstrapped loadings Tucker(Y) (normed)
Ypred: Y predicted

Called by:


Subroutines:
Internal: None
External: None

Author:
Christophe Durville
TOTALFINAELF (CReS)
Université Marne-La-Vallée
France

Last modified: 20-Sep-2002 13:49:54

Contact: Christophe Durville, cdurpp@ifrance.com

References