sivipm


Sensitivity indexes with dependent correlated inputs, using a method based on PLS regression.

The sivipm R package computes total and individual sensitivity indices, significant components, and confidence intervals for the total sensitivity indices. The total and individual sensitivity indices are calculated using a method based on the VIP of the PLS regression, proposed by J.P. Gauchi. The significant components are calculated by the SIMCA software rule and by the Lazraq & Cléroux test. The confidence intervals for the total sensitivity indices are determined by the bootstrap method.


Informations générales
Suivi
Maintenu
Informations spécifiques
Langage(s) de développement
R; C
Langage(s) d'interface
R
N° de version courante
V1.1-3
Date de la version courante
OS supporté
Type de licence


Porteur(s)
Unité
MaIAGE
Equipe
Dynenvie
Auteur(s)
Gauchi Jean-Pierre
Bouvier Annie
Contact
Jean-Pierre.gauchi@inra.fr


Informations complémentaires

sivipm est aussi disponible sur le site du CRAN : http://CRAN.R-project.org/package=sivipm

 

 

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