polychaosbasics: Sensitivity Indexes Calculated from Polynomial Chaos Expansions

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.

Install the latest version of this package by entering the following in R:
install.packages("polychaosbasics")
AuthorA. Bouvier [aut], J.-P. Gauchi [cre], A. Bensadoun [aut]
Date of publication2017-03-01 12:29:25
MaintainerAnnie Bouvier <annie.bouvier@inra.fr>
LicenseGPL (>= 2)
Version1.1-1
https://cran.r-project.org/package=polychaosbasics, http://genome.jouy.inra.fr/logiciels/polychaosbasics

View on CRAN

Files

inst
inst/extdata
inst/extdata/FLORSYS1.txt
inst/extdata/FLORSYS1extract.Rda
inst/doc
inst/doc/index.html
inst/doc/UserGuide.pdf
tests
tests/Sobol.jpg
tests/Sobol.R
tests/Florsys1extract.Rout.save
tests/Ishigami.R
tests/Ishigami.jpg
tests/Florsys1extract.R
tests/Sobol.Rout.save
tests/FLORSYS1.jpg
tests/Ishigami.Rout.save
NAMESPACE
NEWS
R
R/polyLeg.R R/generic.R R/UtilPolychaos.R R/PCEfit-class.R R/PCEpoly-class.R R/analyticsPolyLeg.R R/PCESI.R R/PCEdesign-class.R
MD5
build
build/partial.rdb
DESCRIPTION
man
man/PCESI.Rd man/show.Rd man/getNames.Rd man/polyLeg.Rd man/polychaosbasics-package.Rd man/PCEfit-class.Rd man/analyticsPolyLeg.Rd man/PCEpoly-class.Rd man/PCEdesign-class.Rd

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