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. | ||
:[[tucker]] - Analysis for n-way arrays. | :[[tucker]] - Analysis for n-way arrays. | ||
(Sub topic of [[Categorical_Index|Categorical_Index]]) | (Sub topic of [[Categorical_Index|Categorical_Index]]) | ||
Latest revision as of 09:10, 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)