Modélisation factorielle des interactions entre deux ensembles d'observations : la méthode PLS-FILM (Partial Least Squares Factor Interaction Linear Modelling)

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dc.creatorBry, Xavier
dc.creatorVerron, Thomas
dc.date2008-02-06
dc.date.accessioned2026-07-07T09:19:02Z
dc.date.available2026-07-07T09:19:02Z
dc.descriptionIn this work, we consider a data array encoding interactions between two sets of observations respectively referred to as "subjects" and "objects". Besides, descriptions of subjects and objects are available through two variable sets. We propose a geometrically grounded exploratory technique to analyze the interactions using descriptions of subjects and objects: interactions are modelled using a hierarchy of subject-factors and object-factors built up from these descriptions. Our method bridges the gap between those of Chessel (RLQ analysis) and Martens (L-PLS), although it only has rank 1 components in common with them.
dc.identifierhttps://arxiv.org/abs/0802.0794
dc.identifierhttp://arxiv.org/abs/0802.0794
dc.identifier.urihttp://salesiana.dossiersoluciones.com/handle/123456789/154243
dc.subjectMethodology
dc.subjectStatistics Theory
dc.titleModélisation factorielle des interactions entre deux ensembles d'observations : la méthode PLS-FILM (Partial Least Squares Factor Interaction Linear Modelling)
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