Computation of sensitivity indexes by using a method based on a truncated Polynomial Chaos Expansions of the response. The necessary condition of the method is: the inputs must be uniformly and independently sampled. Since the inputs are uniformly distributed, the truncated Polynomial Chaos Expansion is built from the multivariate Legendre orthogonal polynomials.
| Version: | 1.1-0 |
| Depends: | methods |
| Imports: | utils, lhs, MASS |
| Suggests: | graphics, stats |
| Published: | 2016-03-11 |
| Author: | A. Bouvier [aut], J.-P. Gauchi [cre], A. Bensadoun [aut] |
| Maintainer: | Annie Bouvier <annie.bouvier at jouy.inra.fr> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | no |
| CRAN checks: | polychaosbasics results |
| Reference manual: | polychaosbasics.pdf |
| Package source: | polychaosbasics_1.1-0.tar.gz |
| Windows binaries: | r-devel: polychaosbasics_1.1-0.zip, r-release: polychaosbasics_1.1-0.zip, r-oldrel: polychaosbasics_1.1-0.zip |
| OS X Mavericks binaries: | r-release: polychaosbasics_1.1-0.tgz, r-oldrel: polychaosbasics_1.1-0.tgz |
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