In this paper, an extension of the Co-Inertia Analysis is proposed. This extension is based on an objective function which takes directly into account the external information, as linear restrictions, about parameters of both sets of variables, by rewriting the Co-Inertia Analysis objective function according to the principle of Restricted Eigenvalue Problem. A restricted extension of Wold's two-block 'Mode A' Partial Least Squares is also proposed.

Double restricted Co-Inertia Analysis

Amenta P
2007-01-01

Abstract

In this paper, an extension of the Co-Inertia Analysis is proposed. This extension is based on an objective function which takes directly into account the external information, as linear restrictions, about parameters of both sets of variables, by rewriting the Co-Inertia Analysis objective function according to the principle of Restricted Eigenvalue Problem. A restricted extension of Wold's two-block 'Mode A' Partial Least Squares is also proposed.
2007
Co-Inertia Analysis; external information; linear constraints; restricted eigenvalue problem; singular value decomposition
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.12070/989
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