plspolychaos: Sensitivity Indexes from Polynomial Chaos Expansions and PLS
Version 1.1-1

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.

Browse man pages Browse package API and functions Browse package files

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
URL https://cran.r-project.org/package=plspolychaos http://genome.jouy.inra.fr/logiciels/plspolychaos
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("plspolychaos")

Man pages

analyticsPolyLeg: Simulate a Dataset and Calculate Legendre Polynomials
calcPLSPCE: Compute PLS-PCE Sensitivity Indexes
descrdata: Main Characteristics of the Dataset
getNames: Display Structure of a Class
PCEdesign-class: Class '"PCEdesign"'
PCEpoly-class: Class '"PCEpoly"'
PLSPCE-class: Class '"PLSPCE"'
plspolychaos-package: Sensitivity Indexes from Polynomial Chaos Expansions and PLS
polyLeg: Calculate Legendre Polynomials on a Dataset

Functions

GetFactorialDesign Source code
IshigamiModel Source code
PCEdesign-class Man page
PCEpoly-class Man page
PLSPCE-class Man page
Structure Source code
Structure1 Source code
Structure2 Source code
allmono Source code
analyticsPolyLeg Man page Source code
calcPLSPCE Man page Source code
calcPLSPCESI Source code
calcbeta Source code
calcbetaNat Source code
calibDesign Source code
calibLhd Source code
descrdata Man page Source code
fastregpls2nomissing Source code
getNames Man page Man page
getNames,PCEpoly-method Man page Man page
getNames.PCEpoly Source code
indexes Source code
labelmono Source code
modLeg Source code
plot.PLSPCE Man page Source code
plspolychaos Man page
plspolychaos-package Man page
polleg1 Source code
polyLeg Man page Source code
polyModel Source code
print.PCEdesign Man page Source code
print.PCEpoly Man page Source code
print.PLSPCE Man page Source code
regpls2 Source code
regsPC Source code
selexPC Source code
show,PCEdesign-method Man page
show,PCEpoly-method Man page
show,PLSPCE-method Man page
show.PCEdesign Source code
show.PCEpoly Source code
show.PLSPCE Source code
sobolModel Source code

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
plspolychaos documentation built on May 19, 2017, 7:47 a.m.