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PTAk (version 1.2-6)

APSOLUk: Associated k-modes Principal Tensors of a k-modes Principal Tensor

Description

Computes all the (k-1)-modes associated solutions to the given Principal Tensor of the given tensor. Calls recursively PTAk.

Usage

APSOLUk(X,solu,nbPT,nbPT2=1,
                       smoothing=FALSE,smoo=list(NA),
                        minpct=0.1,ptk=NULL,
                         verbose=getOption("verbose"),file=NULL,
                          modesnam=NULL, ...)

Arguments

X
a tensor (as an array) of order k, if non-identity metrics are used X is a list with data as the array and met a list of metrics
solu
a PTAk object
nbPT
a number or a vector of dimension (k-2)
nbPT2
integer, if 0 no 2-modes solutions will be computed, 1 means all, >1 otherwise
smoothing
see SVDgen
smoo
see PTA3
minpct
numerical 0-100 to control of computation of future solutions at this level and below
ptk
a number identifying in solutions the Principal Tensor to use or the last (if NULL)
verbose
control printing
file
output printed at the prompt if NULL, or printed in the given file
modesnam
character vector of the names of the modes, if NULL "mo 1" ..."mo k"
...
any other arguments passed to PTAk or other functions

Value

  • an updated PTAk object

Details

For each component of the identified Principal Tensor given in solutions, a PTA-(k-1)modes of the contracted product of X and the component is done. This gives all the associated Principal Tensors which updates solutions supposed to contain a Principal Tensors of X at the first place. For full description of arguments see PTAk.

References

Leibovici D and Sabatier R (1998) A Singular Value Decomposition of a k-ways array for a Principal Component Analysis of multi-way data, the PTA-k. Linear Algebra and its Applications, 269:307-329.

See Also

PTAk