polychaosbasics: Sensitivity Indexes Calculated from Polynomial Chaos Expansions

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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.

Author
A. Bouvier [aut], J.-P. Gauchi [cre], A. Bensadoun [aut]
Date of publication
2016-03-11 19:19:26
Maintainer
Annie Bouvier <annie.bouvier@jouy.inra.fr>
License
GPL (>= 2)
Version
1.1-0

View on CRAN

Man pages

analyticsPolyLeg
Calculate Legendre Polynomials on a Simulated Dataset
getNames
Display Structure of a Class
PCEdesign-class
Class '"PCEdesign"'
PCEfit-class
Class '"PCEfit"'
PCEpoly-class
Class '"PCEpoly"'
PCESI
Compute Sensitivity Indexes from a PCE Design
polychaosbasics-package
\Sexpr[results=rd,stage=build]{tools:::Rd_package_title("polychaosbasics")}
polyLeg
Calculate Legendre Polynomials from a Dataset
show
Methods 'show' for Classes of the Package 'polychaosbasics'

Files in this package

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