mtkFastAnalyser: The constructor of the class 'mtkFastAnalyser'

In mtk: Mexico ToolKit library (MTK)

Description

The constructor

Usage

mtkFastAnalyser(mtkParameters = NULL, listParameters = NULL)

Arguments

mtkParameters	a vector of [mtkParameter] representing the parameters necessary to run the process.
listParameters	a named list containing the parameters to pass while calling the process. This gives another way to specify the parameters.

Value

an object of the mtkFastAnalyser class

References

1. A. Saltelli, K. Chan and E. M. Scott (2000). Sensitivity Analysis. Wiley, New York.

2. 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.

See Also

help(fast, sensitivity)

Examples

##			 Sensitivity analysis of the "Ishigami" model with the "Fast" method 

#	Input the factors
		data(Ishigami.factors)
		
# 	Build the processes and workflow:

#   1) the design process
		exp1.designer <- mtkFastDesigner(listParameters
	    	= list(n=1000)) 

#   2) the simulation process
		exp1.evaluator <- mtkNativeEvaluator(model="Ishigami") 

#   3) the analysis process 
		exp1.analyser <- mtkFastAnalyser()

#   4) the workflow

		exp1 <- mtkExpWorkflow(expFactors=Ishigami.factors,
	    processesVector = c(design=exp1.designer,
		evaluate=exp1.evaluator, analyze=exp1.analyser))

# 	Run the workflow and reports the results.
		run(exp1)
		print(exp1)

mtk documentation built on May 2, 2019, 4:15 a.m.