GPC: Generalized Polynomial Chaos
Version 0.1

A generalized polynomial chaos expansion of a model taking as input independent random variables is achieved. A statistical and a global sensitivity analysis of the model are also carried out.

Browse man pages Browse package API and functions Browse package files

AuthorMiguel Munoz Zuniga and Jordan Ko
Date of publication2014-12-18 21:08:58
MaintainerMiguel Munoz Zuniga<miguel.munoz-zuniga@ifpen.fr>
LicenseGPL-3
Version0.1
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("GPC")

Man pages

CreateQuadrature: Create a full or sparse numerical quadrature.
generatePCEcoeff: Determine the PCE coefficients using a numerical quadrature...
getM: Get canonical polynomial chaos expansion size
getSobol: Determine Sobol indices from PCE solutions
GPCE.lar: Adaptive sparse generalized polynomial chaos expansion based...
GPCE.quad: Solve polynomial chaos expansion with numerical quadrature
GPCE.sparse: Adaptive sparse generalized polynomial chaos expansion
GPC-package: Generalized Polynomial Chaos
indexCardinal: Get the order of canonical polynomial chaos expansion
plot.GPCE.lar: Plot results of adaptive sparse generalized polynomial chaos...
plot.GPCE.quad: Plot results of generalized polynomial chaos expansion based...
plot.GPCE.sparse: Plot results of adaptive sparse generalized polynomial chaos...
polyNorm: .
predict.GPCE.lar: predict results of adaptive lar generalized polynomial chaos...
predict.GPCE.quad: predict results of adaptive quad generalized polynomial chaos...
predict.GPCE.sparse: predict results of adaptive sparse generalized polynomial...
print.GPCE.lar: Print results of adaptive lar generalized polynomial chaos...
print.GPCE.quad: Print results of adaptive quad generalized polynomial chaos...
print.GPCE.sparse: Print results of adaptive sparse generalized polynomial chaos...
tell.GPCE.lar: Adaptive sparse generalized polynomial chaos expansion based...
tell.GPCE.quad: Generalized polynomial chaos expansion based on numerical...
tell.GPCE.sparse: Adaptive sparse generalized polynomial chaos expansion

Functions

CountSparseGrid Source code
CreateQuadrature Man page Source code
DataMatrix Source code
EE Source code
EvalPCE Source code
GPC Man page
GPC-package Man page
GPCE.lar Man page Source code
GPCE.quad Man page Source code
GPCE.sparse Man page Source code
GenerateSparseGridSymmetry Source code
GetDesign4Predict Source code
GetDesignReg Source code
GetNominalList Source code
GetNominalSize Source code
HIS Source code
HermitePolyCoeff Source code
JacobiPolyCoeff Source code
LOO Source code
LOOLar Source code
LaguerrePolyCoeff Source code
Model Source code
PostProcessProj Source code
PostProcessReg Source code
ProjectionQuadMethod Source code
Regression Source code
RegressionLar Source code
RegressionSparseMethod Source code
RegressionlarMethod Source code
SmolGridGenFast Source code
SparseGridRotate Source code
WeightsRootsClenshawCurtis Source code
WeightsRootsFejer Source code
algo_H Source code
algo_H_Bis Source code
algo_L Source code
generatePCEcoeff Man page Source code
getM Man page Source code
getSobol Man page Source code
indexCardinal Man page Source code
nodeplot Source code
norm_q Source code
permute Source code
plot Man page Source code
plot,GPCE.lar-method Man page
plot,GPCE.quad-method Man page
plot,GPCE.sparse-method Man page
plot.GPCE.lar Man page Source code
plot.GPCE.quad Man page Source code
plot.GPCE.sparse Man page Source code
polyCoeff Source code
polyNorm Man page Source code
polyTermNorm Source code
polyWeight Source code
populateNDPhZn Source code
populateRootsWeights Source code
predict,GPCE.lar-method Man page
predict,GPCE.quad-method Man page
predict,GPCE.sparse-method Man page
predict.GPCE.lar Man page Source code
predict.GPCE.quad Man page Source code
predict.GPCE.sparse Man page Source code
print,GPCE.lar-method Man page
print,GPCE.quad-method Man page
print,GPCE.sparse-method Man page
print.GPCE.lar Man page Source code
print.GPCE.quad Man page Source code
print.GPCE.sparse Man page Source code
tell Man page Source code
tell,GPCE.lar-method Man page
tell,GPCE.quad-method Man page
tell,GPCE.sparse-method Man page
tell.GPCE.lar Man page Source code
tell.GPCE.quad Man page Source code
tell.GPCE.sparse Man page Source code

Files

NAMESPACE
R
R/print.GPCE.sparse.R
R/WeightsRootsClenshawCurtis.R
R/plot.GPCE.quad.R
R/EE.r
R/tell.GPCE.lar.R
R/RegressionLar.R
R/print.GPCE.lar.R
R/populateRootsWeights.r
R/GPCE.quad.R
R/WeightsRootsFejer.R
R/permute.r
R/tell.GPCE.sparse.R
R/plot.GPCE.lar.R
R/PostProcessProj.r
R/ProjectionQuadMethod.r
R/predict.GPCE.sparse.R
R/PolyCoeff.r
R/polyNorm.r
R/polyTermNorm.r
R/CreateQuadrature.R
R/getM.r
R/ModelIshigami.R
R/LOOLar.R
R/predict.GPCE.lar.R
R/CountSparseGrid.R
R/PostProcessReg.r
R/GetNominalList.R
R/indexCardinal.r
R/nodeplot.R
R/predict.GPCE.quad.R
R/print.GPCE.quad.R
R/GPCE.lar.R
R/GetNominalSize.R
R/tell.GPCE.quad.R
R/RegressionSparseMethod.r
R/GPCE.sparse.R
R/Regression.r
R/JacobiPolyCoeff.r
R/HIS.R
R/plot.GPCE.sparse.R
R/polyWeight.r
R/base.R
R/EvalPCE.r
R/LOO.r
R/LaguerrePolyCoeff.r
R/HermitePolyCoeff.r
R/generatePCEcoeff.r
R/SparseGridRotate.R
R/GetDesignReg.r
R/populateNDPhZn.r
R/GetDsign4Predict.R
R/SmolGridGenFast.R
R/getSobol.r
R/GenerateSparseGridSymmetry.R
R/DataMatrix.r
R/RegressionlarMethod.r
MD5
DESCRIPTION
man
man/indexCardinal.Rd
man/GPCE.quad.Rd
man/print.GPCE.sparse.Rd
man/plot.GPCE.lar.Rd
man/print.GPCE.lar.Rd
man/getM.Rd
man/print.GPCE.quad.Rd
man/polyNorm.Rd
man/GPCE.lar.Rd
man/getSobol.Rd
man/predict.GPCE.lar.Rd
man/predict.GPCE.quad.Rd
man/GPCE.sparse.Rd
man/GPC-package.Rd
man/plot.GPCE.sparse.Rd
man/plot.GPCE.quad.Rd
man/CreateQuadrature.Rd
man/generatePCEcoeff.Rd
man/tell.GPCE.sparse.Rd
man/tell.GPCE.quad.Rd
man/tell.GPCE.lar.Rd
man/predict.GPCE.sparse.Rd
GPC documentation built on May 19, 2017, 11:08 p.m.