Preprint and
Slides of the oral presentations
:
- Classification Using Partial Least
Squares with Penalized Logistic Regression, G. Fort and S. Lambert-Lacroix.
- Ridge-Partial Least Squares for
Generalized Linear Models with Binary Response, G. Fort and
S. Lambert-Lacroix.
- Réduction de dimension dans
les modèles généralisés : application à
la classification de données issues de biopuces. G. Fort, S.
Lambert-Lacroix and J. Peyre.
- L'algorithme Ridge-Partial Least
Squares. Application à la classification de puces à ADN,
G. Fort. (Slides,
french)
- Ridge-Partial Least Squares for
Generalized Linear Models with Binary Response, G. Fort. (Slides, english)
MATLAB code, Data
Sets.
upon
which the papers above are based.
Bibliography
contains links to
some freely accessible articles related to the present work.