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polychaosbasics (version 1.1-0)

Sensitivity Indexes Calculated from Polynomial Chaos Expansions

Description

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.

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Version

Install

install.packages('polychaosbasics')

Monthly Downloads

5

Version

1.1-0

License

GPL (>= 2)

Maintainer

Annie Bouvier

Last Published

March 11th, 2016

Functions in polychaosbasics (1.1-0)

PCEpoly-class

Class "PCEpoly"
PCEfit-class

Class "PCEfit"
PCEdesign-class

Class "PCEdesign"
polychaosbasics-package

\Sexpr[results=rd,stage=build]{tools:::Rd_package_title("#1")}polychaosbasicsSensitivity Indexes Calculated from Polynomial Chaos Expansions
getNames

Display Structure of a Class
show

Methods 'show' for Classes of the Package 'polychaosbasics'
polyLeg

Calculate Legendre Polynomials from a Dataset
PCESI

Compute Sensitivity Indexes from a PCE Design
analyticsPolyLeg

Calculate Legendre Polynomials on a Simulated Dataset