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PARAFAC: Parallel factor analysis - MaRDI portal

PARAFAC: Parallel factor analysis (Q105010)

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scientific article; zbMATH DE number 787506

Language	Label	Description	Also known as
English	PARAFAC: Parallel factor analysis	scientific article; zbMATH DE number 787506

Statements

scholarly article

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Computational Statistics and Data Analysis

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18

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1

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39-72

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publication date

August 1994

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17 August 1995

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Richard A. Harshman

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Margaret E. Lundy

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Richard A. Harshman

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Margaret E. Lundy

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PARAFAC: Parallel factor analysis (English)

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zbMATH Keywords

three-way exploratory factor analysis

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unique axes

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parallel proportional profiles

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factor rotation problem

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three-way data preprocessing

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three mode principal components

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trilinear decomposition

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trilinear model

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multidimensional scaling

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MaRDI profile type

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full work available at URL

https://doi.org/10.1016/0167-9473(94)90132-5

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Analysis of individual differences in multidimensional scaling via an \(n\)-way generalization of ``Eckart-Young'' decomposition

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CANDELINC: A general approach to multidimensional analysis of many-way arrays with linear constraints on parameters

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A new computational method to fit the weighted Euclidean distance model

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Annotated bibliography of three-mode factor analysis

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More factors than subjects, tests and treatments: An indeterminacy theorem for canonical decomposition and individual differences scaling

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Three-way arrays: rank and uniqueness of trilinear decompositions, with application to arithmetic complexity and statistics

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Notes on factorial invariance

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Solving implicit equations in psychometric data analysis

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Component models for three-way data: An alternating least squares algorithm with optimal scaling features

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Component analysis with different sets of constraints on different dimensions

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Kruskal's polynomial for \(2 \times{}2 \times{}2\) arrays and a generalization to \(2 \times{}n \times{}n\) arrays

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Explicit Candecomp/Parafac solutions for a contrived 2\(\times 2\times 2\) array of rank three

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Relations between multidimensional scaling and three-mode factor analysis

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Identifiers

10.1016/0167-9473(94)90132-5

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zbMATH Open document ID

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Mathematics Subject Classification ID

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zbMATH DE Number

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Sitelinks

Mathematics(1 entry)

mardi Publication:105010

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