Multi way Functions: Difference between revisions

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:[[parafac]] - Parallel factor analysis for n-way arrays.
:[[parafac]] - Parallel factor analysis for n-way arrays.
:[[parafac2]] - Parallel factor analysis for unevenly sized n-way arrays.
:[[parafac2]] - Parallel factor analysis for unevenly sized n-way arrays.
:[[shiftmap]] - Calculates shift invariant tri-linear factor matrix
:[[splithalf]] - Performs splithalf validation of [[parafac]] and [[parafac2]] models
:[[splithalf]] - Performs splithalf validation of [[parafac]] and [[parafac2]] models
:[[tld]] - Trilinear decomposition.
:[[tld]] - Trilinear decomposition.

Latest revision as of 10:10, 11 December 2023

alignmat - Alignment of matrices and N-way arrays.
als_sit - Alternating Least Squares with Shift Invariant Trilinearity.
corcondia - Evaluates consistency of PARAFAC model.
coreanal - Analysis of the core array of a Tucker model.
corecalc - Calculate the Tucker3 core given the data array and loadings.
eemoutlier - Automatically remove outliers in PARAFAC models of EEM data.
gram - Generalized rank annihilation method.
modelviewer - Visualization tool for multi-way models.
mpca - Multi-way (unfold) principal components analysis.
nassign - Generic subscript assignment indexing for n-way arrays.
nindex - Generic subscript indexing for n-way arrays.
npls - Multilinear-PLS (N-PLS) for true multi-way regression.
npreprocess - Preprocessing of multi-way arrays.
outerm - Computes outer product of any number of vectors.
parafac - Parallel factor analysis for n-way arrays.
parafac2 - Parallel factor analysis for unevenly sized n-way arrays.
shiftmap - Calculates shift invariant tri-linear factor matrix
splithalf - Performs splithalf validation of parafac and parafac2 models
tld - Trilinear decomposition.
tucker - Analysis for n-way arrays.

(Sub topic of Categorical_Index)