Description Class Hierarchy Constructor Slots Methods Details Author(s) References Examples
The mtkBasicMonteCarloDesigner
class is a sub-class of the class mtkDesigner
.
It implements the BasicMonteCarlo
method for experiments design and provides all the slots and methods defined in the class mtkDesigner
.
mtkDesigner
signature(mtkParameters = NULL, listParameters = NULL)
name
:(character
) always takes the string "design".
protocol
:(character
) always takes the string "R".
site
:(character
) always takes the string "mtk".
service
:(character
) always takes the string "BasicMonteCarlo".
parameters
:(vector
) a vector of [mtkParameter
] containing the parameters to pass while calling the service.
ready
:(logical
) a logical to tell if the process is ready to run.
state
:(logical
) a logical to tell if the results produced by the process are available and ready to be consumed.
result
:(ANY
) a data holder to hold the results produced by the process
signature(this = "mtkBasicMonteCarloDesigner", name = "character"): Method inherited from the parent class.
signature(this = "mtkBasicMonteCarloDesigner", f = "vector"): Assigns new parameters to the process.
signature(this = "mtkBasicMonteCarloDesigner"): Returns the parameters as a named list.
signature( = "mtkBasicMonteCarloDesigner"): Tests if the process is ready to run.
signature(this = "mtkBasicMonteCarloDesigner", switch = "logical"): Makes the process ready to run.
signature( = "mtkBasicMonteCarloDesigner"): Tests if the results produced by the process are available.
signature(this = "mtkBasicMonteCarloDesigner", switch = "logical"): Marks the process as already executed.
signature(this = "mtkBasicMonteCarloDesigner"): Returns the results produced by the process as a [mtkBasicMonteCarloDesignerResult
].
signature(this = "mtkBasicMonteCarloDesigner"): Returns the results produced by the process as a data.frame.
signature(this = "mtkBasicMonteCarloDesigner"): Returns all data managed by the process as a named list.
signature(this = "mtkBasicMonteCarloDesigner", context= "mtkExpWorkflow"): Generates the experimental design by sampling the factors.
signature(object = "mtkBasicMonteCarloDesigner"): Provides a summary of the results produced by the process.
signature(x = "mtkBasicMonteCarloDesigner"): Prints a report of the results produced by the process.
signature(x = "mtkBasicMonteCarloDesigner"): Plots the results produced by the process.
signature(this = "mtkBasicMonteCarloDesigner"): Reports the results produced by the process.
See the BasicMonteCarlo
method with help(BasicMonteCarlo)
Juhui WANG, MIA-Jouy, Inra, Juhui.Wang@jouy.inra.fr
A. Saltelli, K. Chan and E. M. Scott (2000). Sensitivity Analysis. Wiley, New York.
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 | # See examples from the BasicMontecarlo method: help(basicMonteCarlo)
|
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