Title: A unifying model involving a categorical and/or dimensional reduction for multimode data
Authors: Van Mechelen, Iven ×
Schepers, Jan #
Issue Date: Sep-2007
Publisher: North-Holland Pub. Co.
Series Title: Computational Statistics & Data Analysis vol:52 issue:1 pages:537-549
Abstract: A unifying model is presented that implies a categorical and/or dimensional reduction of one or several modes of a multiway data set. The model encompasses a broad range of (existing as well as to be developed) discrete, continuous, as well as hybrid discrete-continuous reduction models as special cases, which all imply a decomposition of the reconstructed data on the basis of quantifications of the different data modes and a linking array. An analysis of the objective or loss function associated with the model leads to two generic algorithmic strategies, the possibilities and limitations of which are the object of a subsequent discussion. (c) 2007 Elsevier B.V. All rights reserved.
ISSN: 0167-9473
Publication status: published
KU Leuven publication type: IT
Appears in Collections:Quantitative Psychology and Individual Differences
× corresponding author
# (joint) last author

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