NULL, an R function or a string to specify the analyser to use.
X
NULL or a data.frame to load the results produced off-line.
information
a named list to provide with supplementary information about the analysis produced off-line or the parameters used by the analyser.
Value
mtkNativeAnalyser class
Details
We can construct an object of the mtkNativeAnalyser class in three manners:
the analyser is provided within the package "mtk"The argument "analyze" takes a string giving the name of the method used to carry out the sensitivity analysis,
the argument "information" gives the list of parameters used by the analyser.
the analyser is available as an R function implemented outside the package "mtk"The argument "analyze" takes an R function implementing the analyser, the argument "information" may be used to give supplementary information about the R function.
the results of the sensitivity analysis are already available as a data.frame. We use "mtk" only for reporting.The argument "X" takes the data.frame holding the available results,
and the argument "information" may be omitted or simply used to give supplementary information about the analysis.
More examples for using this class, see ?class(mtkNativeEvaluator).
References
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.
# Create a native analyser with the method "Morris" implemented in the package "mtk"
analyser <- mtkNativeAnalyser(
analyze="Morris",
information=list(nboot=20))