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