Description Usage Arguments Value Author(s) References Examples
A simple way to build a workflow for interactive use.
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expFactors |
( |
design |
(NULL or |
designInfo |
( |
model |
(NULL or |
modelInfo |
( |
analyze |
(NULL or |
analyzeInfo |
( |
XY |
(NULL or |
an object of the mtkExperiment
class
Juhui WANG, MIA-Jouy, Inra, Juhui.Wang@jouy.inra.fr
J. Wang, H. Richard, R. Faivre, H. Monod (2013). Le package mtk
, une bibliothèque R pour l'exploration numérique des modèles.
In: Analyse de sensibilité et exploration de modèles : Application aux sciences de la nature et de l'environnement
(R. Faivre, B. Iooss, S. Mahévas, D. Makowski, H. Monod, Eds). Editions Quae, Versailles.
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 | # Compute the sensitivity index with the method "Regression"
# over the model "Ishigami" according to an experiment design
# generated with the method "BasicMonteCarlo"
x1 <- make.mtkFactor(name="x1", distribName="unif",
distribPara=list(min=-pi, max=pi))
x2 <- make.mtkFactor(name="x2", distribName="unif",
distribPara=list(min=-pi, max=pi))
x3 <- make.mtkFactor(name="x3", distribName="unif",
distribPara=list(min=-pi, max=pi))
ishi.factors <- mtkExpFactors(list(x1,x2,x3))
ishiReg <- mtkExperiment(expFactors=ishi.factors,
design="BasicMonteCarlo", designInfo=list(size=20),
model="Ishigami",
analyze="Regression", analyzeInfo=list(nboot=20))
run(ishiReg)
summary(ishiReg)
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