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GPC (version 0.1)
Generalized Polynomial Chaos
Description
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.
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Version
Version
0.1
Install
install.packages('GPC')
Monthly Downloads
6
Version
0.1
License
GPL-3
Maintainer
Miguel Munoz Zuniga
Last Published
December 18th, 2014
Functions in GPC (0.1)
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plot.GPCE.quad
Plot results of generalized polynomial chaos expansion based on the quadrature solution
indexCardinal
Get the order of canonical polynomial chaos expansion
CreateQuadrature
Create a full or sparse numerical quadrature.
generatePCEcoeff
Determine the PCE coefficients using a numerical quadrature approach
GPCE.lar
Adaptive sparse generalized polynomial chaos expansion based on least angle regression
plot.GPCE.sparse
Plot results of adaptive sparse generalized polynomial chaos expansion.
tell.GPCE.quad
Generalized polynomial chaos expansion based on numerical quadrature
polyNorm
.
predict.GPCE.quad
predict results of adaptive quad generalized polynomial chaos expansion.
print.GPCE.sparse
Print results of adaptive sparse generalized polynomial chaos expansion.
GPCE.sparse
Adaptive sparse generalized polynomial chaos expansion
print.GPCE.lar
Print results of adaptive lar generalized polynomial chaos expansion based on least angle regression
print.GPCE.quad
Print results of adaptive quad generalized polynomial chaos expansion.
predict.GPCE.sparse
predict results of adaptive sparse generalized polynomial chaos expansion.
tell.GPCE.lar
Adaptive sparse generalized polynomial chaos expansion based on least angle regression
predict.GPCE.lar
predict results of adaptive lar generalized polynomial chaos expansion.
GPCE.quad
Solve polynomial chaos expansion with numerical quadrature
plot.GPCE.lar
Plot results of adaptive sparse generalized polynomial chaos expansion based on least angle regression
GPC-package
Generalized Polynomial Chaos
tell.GPCE.sparse
Adaptive sparse generalized polynomial chaos expansion
getM
Get canonical polynomial chaos expansion size
getSobol
Determine Sobol indices from PCE solutions