REBUILD

Gives the approximation of a previously analysed tensor using its
given decomposition.

multivariate

models

A multiway method to decompose a tensor (array) of any order, as a generalisation of SVD also supporting non-identity metrics and penalisations. 2-way SVD with these extensions is also available. The package includes also some other multiway methods: PCAn (Tucker-n) and PARAFAC/CANDECOMP with these extensions.

Didier Leibovici

PTAk

Principal Tensor Analysis on k Modes

REBUILD function

<dl> <dt>solutions</dt>
<dd>a <code>PTAk</code> object</dd> <dt>nTens</dt>
<dd>a vector of identifying positions (numbers given in <code>summary</code>) for the choice of Principal Tensors to use</dd> <dt>testvar</dt>
<dd>control within <code>nTens</code> used Principal Tensor with minimum percent of variability explained</dd> <dt>redundancy</dt>
<dd>logical to take into account (within <code>nTens</code>) PT tested
redundant during analysis (seealso <code>RESUM</code>) if <code>TRUE</code>.</dd> </dl>

Arguments

Author

Build an approximation of the tensor of any order — REBUILD

<dl>

 <dt>solutions</dt>
<dd>a <code>PTAk</code> object</dd>

 <dt>nTens</dt>
<dd>a vector of identifying positions (numbers given in <code>summary</code>) for the choice of Principal Tensors to use</dd>

 <dt>testvar</dt>
<dd>control within <code>nTens</code> used Principal Tensor with minimum percent of variability explained</dd>

 <dt>redundancy</dt>
<dd>logical to take into account (within <code>nTens</code>) PT tested
redundant during analysis (seealso <code>RESUM</code>) if <code>TRUE</code>.</dd>

 </dl>

REBUILD: Build an approximation of the tensor of any order

Description

Usage

Value

Arguments

Author

Details

See Also