plspolychaos: Sensitivity Indexes from Polynomial Chaos Expansions and PLS

Computation of sensitivity indexes by using a method based on a truncated Polynomial Chaos Expansion of the response and regression PLS, for computer models with correlated continuous inputs, whatever the input distribution. The truncated Polynomial Chaos Expansion is built from the multivariate Legendre orthogonal polynomials. The number of runs (rows) can be smaller than the number of monomials. It is possible to select only the most significant monomials. Of course, this package can also be used if the inputs are independent. Note that, when they are independent and uniformly distributed, the package 'polychaosbasics' is more appropriate.

Install the latest version of this package by entering the following in R:
install.packages("plspolychaos")
AuthorA. Bouvier [aut], J.-P. Gauchi [cre], A. Bensadoun [ctb]
Date of publication2017-03-01 12:29:23
MaintainerAnnie Bouvier <annie.bouvier@inra.fr>
LicenseGPL (>= 2)
Version1.1-1
https://cran.r-project.org/package=plspolychaos, http://genome.jouy.inra.fr/logiciels/plspolychaos

View on CRAN

Files

inst
inst/extdata
inst/extdata/ishigami200.Rda
inst/extdata/plant.Rda
inst/extdata/ishigami20000.Rda
inst/doc
inst/doc/index.html
inst/doc/ishigami20000.pdf
inst/doc/plant.pdf
tests
tests/ishigami200f.pdf
tests/Rplots.pdf
tests/sobolA200.Rout.save
tests/ishigami200f.Rout.save
tests/ishigamiA200.R
tests/sobolA200.pdf
tests/ishigamiA200.pdf
tests/ishigami200.pdf
tests/ishigami200.Rout.save
tests/ishigami200.R tests/sobolA200.R
tests/ishigamiA200.Rout.save
tests/ishigami200f.R
src
src/boucle.h
src/boucle.c
src/plspolychaos.c
NAMESPACE
NEWS
R
R/polyLeg.R R/regpls2.R R/generic.R R/UtilPolychaos.R R/forward.R R/PCEpoly-class.R R/analyticsPolyLeg.R R/PLSPCE-class.R R/PCEdesign-class.R R/calcPLSPCE.R
MD5
build
build/partial.rdb
DESCRIPTION
man
man/getNames.Rd man/polyLeg.Rd man/PLSPCE-class.Rd man/plspolychaos-package.Rd man/calcPLSPCE.Rd man/analyticsPolyLeg.Rd man/PCEpoly-class.Rd man/PCEdesign-class.Rd man/descrdata.Rd

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.