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Sensitivity
A collection of functions for factor screening and global sensitivity analysis of model output
Welcome to sensitivity project!
On this website, you'll find:
- the news archives
- a mailing list to stay informed of the latest evolutions (very low traffic)
- the latest sources of the package, and daily compiled binary packages
Otherwise, if you're looking for the latest stable release of the package, you'd better check out "sensitivity" on CRAN.
Integration in simulation platforms
The decoupled architecture of the package has allowed to integrate it in several simulation plateforms:
- Promethee (IRSN): Promethee is basically a flexible and portable distributed computing engine designed for “real world” parametric calculation.
- OpenTURNS (EDF/EADS/Phimeca): OpenTURNS is an Open source initiative to Treat Uncertainties, Risks’N Statistics in a structured industrial approach.
- MEXICO (INRA Avignon): Méthodes pour l'EXploration Informatique des modèles COmplexes.
- VLE (Université du Littoral Côte d'Opale): The Virtual Laboratory Environment VLE is a software and an API for complex systems multi-modeling and simulation.
See in particular an example of interaction between sensitivity, MEXICO, and VLE (in french).
Other packages for sensitivity analysis
Here are other R packages for doing sensitivity analysis (available on CRAN or not):
- mlegp: Maximum likelihood Gaussian process modeling for univariate and multi-dimensional outputs with diagnostic plots and sensitivity analysis.
- CompModSA: Sensitivity Analysis for Complex Computer Models.
Last update: 24 aug 2009