AoE.Sobol {rrepast}

AoE.Sobol

Description

This is a wrapper for performing Global Sensitivity Analysis using the Sobol Method provided by sensitivity package.

Usage

AoE.Sobol(n = 100, factors = c(), o = 2, nb = 100,
  fun.doe = AoE.LatinHypercube, fun.sobol = sobolmartinez)

Arguments

n

The number of samples

factors

The model's parameters which will be evaluated

o

Maximum order in the ANOVA decomposition

nb

Number of bootstrap replicates

fun.doe

The sampling function to be used for sobol method

fun.sobol

The sobol implementation

Details

This function is not intended to be used directly from user programs.

References

Gilles Pujol, Bertrand Iooss, Alexandre Janon with contributions from Sebastien Da Veiga, Jana Fruth, Laurent Gilquin, Joseph Guillaume, Loic Le Gratiet, Paul Lemaitre, Bernardo Ramos and Taieb Touati (2015). sensitivity: Sensitivity Analysis. R package version 1.11.1. https://CRAN.R-project.org/package=sensitivity