mtk: Mexico ToolKit library (MTK)

MTK (Mexico ToolKit) is a generic platform for the sensitivity and uncertainty analysis of complex models. It provides functions and facilities for experimental design, model simulation, sensitivity and uncertainty analysis, methods integration and data reporting, etc.

AuthorJuhui WANG [aut, cre] (Software and Engineering), Hervé MONOD [aut] (Applications and Statistical Methods), Robert FAIVRE [ctb] (Applications and Statistical Methods), Hervé RICHARD [ctb] (Software and Engineering)
Date of publication2014-07-24 13:12:50
MaintainerJuhui WANG <Juhui.Wang@jouy.inra.fr>
LicenseGPL-3
Version1.0

View on CRAN

Man pages

addProcess-methods: The 'addProcess' method

ANY: The ANY class

BasicMonteCarlo: The 'BasicMonteCarlo' design method

deleteProcess-methods: The 'deleteProcess' method

extractData-methods: The 'extractData' method

Fast: The extended Fourier Amplitude Sensitivity Test for...

getData-methods: The 'getData' method

getDiscreteDistributionLevels-methods: The 'getDiscreteDistributionLevels' method

getDiscreteDistributionType-methods: The 'getDiscreteDistributionType' method

getDiscreteDistributionWeights-methods: The 'getDiscreteDistributionWeights' method

getDistributionName-methods: The 'getDistributionName' method

getDistributionNames-methods: The 'getDistributionNames' method

getDistributionNominalValue-methods: The 'getDistributionNominalValue' method

getDistributionNominalValues-methods: The 'getDistributionNominalValues' method

getDistributionNominalValueType-methods: The 'getDistributionNominalValueType' method

getDistributionNominalValueTypes-methods: The 'getDistributionNominalValueTypes' method

getDistributionParameters-methods: The 'getDistributionParameters' method

getDomainFactor-methods: The 'getDomain' method

getFactorFeatures-methods: The 'getFactorFeatures' method

getFactorNames-methods: The 'getFactorNames' method

getFactors-methods: The 'getFactors' method

getFeatures-methods: The 'getFeatures' method

getLevels-methods: The 'getLevels' method

getMTKFeatures-methods: The 'getMTKFeatures' method

getName-methods: The 'getName' method

getNames-methods: The 'getNames' method

getNominalValue-methods: The 'getNominalValue' method

getNominalValueType-methods: The 'getNominalValueType' method

getParameters-methods: The 'getParameters' method

getProcess-methods: The 'getProcess' method

getResult-methods: The 'getResult' method

getType-methods: The 'getType' method

getValue-methods: The 'getValue' method

getWeights-methods: The 'getWeights' method

is.finished-methods: The 'is.finished' method

Ishigami: The 'Ishigami' model

Ishigami.factors: Input factors of the 'Ishigami' model

is.ready-methods: The 'is.ready' method

make.mtkFactor: The 'make.mtkFactor' function

make.mtkFeatureList: The 'make.mtkFeatureList' function

make.mtkParameterList: The 'make.mtkParameterList' function

Morris: The 'Morris' method

mtkAnalyser: The constructor of the class 'mtkAnalyser'

mtk.analyserAddons: The 'mtk.analyserAddons' function

mtkAnalyser-class: The 'mtkAnalyser' class

mtkAnalyserResult: The constructor of the class 'mtkAnalyserResult'

mtkAnalyserResult-class: The 'mtkAnalyserResult' class

mtkBasicMonteCarloDesigner: The constructor of the class 'mtkBasicMonteCarloDesigner'

mtkBasicMonteCarloDesigner-class: The 'mtkBasicMonteCarloDesigner' class

mtkBasicMonteCarloDesignerResult: The constructor of class 'mtkBasicMonteCarloDesignerResult'

mtkBasicMonteCarloDesignerResult-class: The 'mtkBasicMonteCarloDesignerResult' class

mtkDefaultAnalyser: The constructor of the class 'mtkDefaultAnalyser'

mtkDefaultAnalyser-class: The 'mtkDefaultAnalyser' class

mtkDesigner: The constructor of the class 'mtkDesigner'

mtk.designerAddons: The 'mtk.designerAddons' function

mtkDesigner-class: The 'mtkDesigner' class

mtkDesignerResult: The constructor of the class 'mtkDesignerResult'

mtkDesignerResult-class: The 'mtkDesignerResult' class

mtkDomain: The constructor of the class 'mtkDomain'

mtkDomain-class: The 'mtkDomain' class

mtkEvaluator: The constructor of the class 'mtkEvaluator'

mtk.evaluatorAddons: The 'mtk.evaluatorAddons' function

mtkEvaluator-class: The 'mtkEvaluator' class

mtkEvaluatorResult: The constructor of the class 'mtkEvaluatorResult'

mtkEvaluatorResult-class: The 'mtkEvaluatorResult' class

mtkExperiment: The constructor of the class 'mtkExperiment'

mtkExperiment-class: The 'mtkExperiment' class

mtkExpFactors: The constructor of the class 'mtkExpFactors'

mtkExpFactors-class: The 'mtkExpFactors' class

mtkExpWorkflow: The constructor of the class 'mtkExpWorkflow'

mtkExpWorkflow-class: The 'mtkExpWorkflow' class

mtkFactor: The constructor of the class 'mtkFactor'

mtkFactor-class: The 'mtkFactor' class

mtkFastAnalyser: The constructor of the class 'mtkFastAnalyser'

mtkFastAnalyser-class: The 'mtkFastAnalyser' class

mtkFastAnalyserResult: The constructor of the class 'mtkFastAnalyserResult'

mtkFastAnalyserResult-class: The 'mtkFastAnalyserResult' class

mtkFastDesigner: The constructor of the class 'mtkFastDesigner'

mtkFastDesigner-class: The 'mtkFastDesigner' class

mtkFastDesignerResult: The constructor of the class 'mtkFastDesignerResult'

mtkFastDesignerResult-class: The 'mtkFastDesignerResult' class

mtkFeature: The constructor of the class 'mtkFeature'

mtkFeature-class: The 'mtkFeature' class

mtkIshigamiEvaluator: The constructor of the class 'mtkIshigamiEvaluator'

mtkIshigamiEvaluator-class: The 'mtkIshigamiEvaluator' class

mtkLevels: The constructor of the class 'mtkLevels'

mtkLevels-class: The 'mtkLevels' class

mtkMorrisAnalyser: The constructor of the class 'mtkMorrisAnalyser'

mtkMorrisAnalyser-class: The 'mtkMorrisAnalyser' class

mtkMorrisAnalyserResult: The constructor of the class 'mtkMorrisAnalyserResult'

mtkMorrisAnalyserResult-class: The 'mtkMorrisAnalyserResult' class

mtkMorrisDesigner: The constructor of the class 'mtkMorrisDesigner'

mtkMorrisDesigner-class: The 'mtkMorrisDesigner' class

mtkMorrisDesignerResult: The constructor of the class 'mtkMorrisDesignerResult'

mtkMorrisDesignerResult-class: The 'mtkMorrisDesignerResult' class

mtkNativeAnalyser: The constructor of the class 'mtkNativeAnalyser'

mtkNativeAnalyser-class: The 'mtkNativeAnalyser' class

mtkNativeDesigner: The constructor of the class 'mtkNativeDesigner'

mtkNativeDesigner-class: The 'mtkNativeDesigner' class

mtkNativeEvaluator: The constructor of the class 'mtkNativeEvaluator'

mtkNativeEvaluator-class: The 'mtkNativeEvaluator' class

mtk-package: MTK (Mexico ToolKit) for Sensitivity Analysis and Numerical...

mtkParameter: The constructor of the class 'mtkParameter'

mtkParameter-class: The 'mtkParameter' class

mtkParsor: The constructor of the class 'mtkParsor'

mtkParsor-class: The 'mtkParsor' class

mtkPLMMAnalyser: The constructor of the class 'mtkPLMMAnalyser'

mtkPLMMAnalyser-class: The 'mtkPLMMAnalyser' class

mtkPLMMAnalyserResult: The constructor of the class 'mtkPLMMAnalyserResult'

mtkPLMMAnalyserResult-class: The 'mtkPLMMAnalyserResult' class

mtkProcess: The constructor of the 'mtkProcess' class

mtkProcess-class: The 'mtkProcess' class

mtkRandLHSDesigner: The constructor of the class 'mtkRandLHSDesigner'

mtkRandLHSDesigner-class: The 'mtkRandLHSDesigner' class

mtkRandLHSDesignerResult: The constructor of the class 'mtkRandLHSDesignerResult'

mtkRandLHSDesignerResult-class: The 'mtkRandLHSDesignerResult' class

mtkReadFactors-methods: The 'mtkReadFactor' method

mtkRegressionAnalyser: The constructor of the class 'mtkRegressionAnalyser'

mtkRegressionAnalyser-class: The 'mtkRegressionAnalyser' class

mtkRegressionAnalyserResult: The constructor of the class 'mtkRegressionAnalyserResult'

mtkRegressionAnalyserResult-class: The 'mtkRegressionAnalyserResult' class

mtkResult: The constructor of the class 'mtkResult'

mtkResult-class: The 'mtkResult' class

mtkSobolAnalyser: The constructor of the class 'mtkSobolAnalyser'

mtkSobolAnalyser-class: The 'mtkSobolAnalyser' class

mtkSobolAnalyserResult: The constructor of the class 'mtkSobolAnalyserResult'

mtkSobolAnalyserResult-class: The 'mtkSobolAnalyserResult' class

mtkSobolDesigner: The constructor of the class 'mtkSobolDesigner'

mtkSobolDesigner-class: The 'mtkSobolDesigner' class

mtkSobolDesignerResult: The constructor of the class 'mtkSobolDesignerResult'

mtkSobolDesignerResult-class: The 'mtkSobolDesignerResult' class

mtkSystemEvaluator: The constructor of the class 'mtkSystemEvaluator'

mtkSystemEvaluator-class: The 'mtkSystemEvaluator' class

mtkSystemEvaluatorResult: The constructor of the class 'mtkSystemEvaluatorResult'

mtkSystemEvaluatorResult-class: The 'mtkSystemEvaluatorResult' class

mtkValue: The constructor of the class 'mtkValue'

mtkValue-class: The 'mtkValue' class

mtkWWDMEvaluator: The constructor of the class 'mtkWWDMEvaluator'

mtkWWDMEvaluator-class: The 'mtkWWDMEvaluator' class

mtkWWDMEvaluatorResult: The constructor of the class 'mtkWWDMEvaluatorResult'

mtkWWDMEvaluatorResult-class: The 'mtkWWDMEvaluatorResult' class

PLMM: The 'PLMM' method for sensitivity analysis

plot,mtkProcess-method: The 'plot' method

print,mtkProcess-method: The 'print' method

Quantiles: The 'Quantiles' function

RandLHS: The 'RandLHS' Method

reevaluate-methods: The 'reevaluate' method

Regression: The 'Regression' Method

report-methods: The 'report' method

run-methods: The 'run' method

serialize-methods: The 'serializeOn' method

setDistributionParameters-methods: The 'setDistributionParameters' method

setDomain-methods: The 'setDomain' method

setFactors-methods: The 'setFactors' method

setFeatures-methods: The 'setFeatures' method

setLevels-methods: The 'setLevels' method

setName-methods: The 'setName' method

setParameters-methods: The 'setParameters' method

setProcess-methods: The 'setProcess' method

setReady-methods: The 'setReady' method

setState-methods: The 'setState' method

setType-methods: The 'setType' method

setValue-methods: The 'setValue' method

setWeights-methods: The 'setWeights' method

setXMLFilePath-methods: The 'setXMLFilePath' function

Sobol: The 'Sobol' Method

summary,mtkProcess-method: The 'summary' method

WWDM: The 'WWDM' model

WWDM.climates: Dataset used with the 'WWDM' model

WWDM.factors: The input factors of the 'WWDM' model

Files in this package

mtk
mtk/inst
mtk/inst/manual
mtk/inst/manual/mtk-manual.pdf
mtk/inst/extdata
mtk/inst/extdata/ishigami_factors.csv
mtk/inst/extdata/scrapie_regularfraction_3.xml
mtk/inst/extdata/scarpie_regularfraction_3.csv
mtk/inst/extdata/regressionSI.R
mtk/inst/extdata/ishigami_fast.xml
mtk/inst/extdata/scrapie_factors.csv
mtk/inst/extdata/ishigami_morris.xml
mtk/inst/extdata/scrapie_regularfraction.xml
mtk/inst/extdata/montecarloDesigner.R
mtk/inst/extdata/wwdm.R
mtk/inst/extdata/WWDM_morris.xml
mtk/NAMESPACE
mtk/demo
mtk/demo/demo1.R
mtk/demo/demo2.R
mtk/demo/demo3.R
mtk/demo/00Index
mtk/data
mtk/data/Ishigami.factors.RData
mtk/data/wwdm.climates.RData
mtk/data/WWDM.factors.RData
mtk/R
mtk/R/mtkResult.R mtk/R/mtkDefaultAnalyser.R mtk/R/mtkFastAnalyser.R mtk/R/mtkProcess.R mtk/R/mtkMorrisDesigner.R mtk/R/mtkNativeDesigner.R mtk/R/mtkEvaluator.R mtk/R/mtkAnalyserResult.R mtk/R/mtkNativeEvaluator.R mtk/R/mtkDesignerResult.R mtk/R/mtkFactor.R mtk/R/mtkParsor.R mtk/R/mtkValue.R mtk/R/mtkExperiment.R mtk/R/mtkPackage.R mtk/R/mtkSobolAnalyser.R mtk/R/mtkFastDesigner.R mtk/R/mtkIshigamiEvaluator.R mtk/R/mtkEvaluatorResult.R mtk/R/mtkExpFactors.R mtk/R/mtkAllGenerics.R mtk/R/mtkPLMMAnalyser.R mtk/R/mtkSystemEvaluator.R mtk/R/mtkWWDMEvaluator.R mtk/R/mtkAnalyser.R mtk/R/mtkDomain.R mtk/R/mtk.addons.R mtk/R/mtkSystemEvaluatorResult.R mtk/R/mtkRegressionAnalyser.R mtk/R/mtkLevels.R mtk/R/mtkNativeAnalyser.R mtk/R/globalsMtkFuncts.R mtk/R/mtkFeature.R mtk/R/mtkExpWorkflow.R mtk/R/mtkParameter.R mtk/R/mtkBasicMonteCarloDesigner.R mtk/R/mtkMorrisAnalyser.R mtk/R/mtkSobolDesigner.R mtk/R/mtkRandLHSDesigner.R mtk/R/mtkDesigner.R
mtk/MD5
mtk/DESCRIPTION
mtk/man
mtk/man/mtkReadFactors-methods.Rd mtk/man/getFeatures-methods.Rd mtk/man/is.finished-methods.Rd mtk/man/print,mtkProcess-method.Rd mtk/man/setValue-methods.Rd mtk/man/reevaluate-methods.Rd mtk/man/mtkRandLHSDesignerResult-class.Rd mtk/man/getType-methods.Rd mtk/man/mtkResult.Rd mtk/man/getResult-methods.Rd mtk/man/mtkParameter.Rd mtk/man/getDistributionNominalValue-methods.Rd mtk/man/mtkFeature-class.Rd mtk/man/mtkFastAnalyser-class.Rd mtk/man/mtkFactor-class.Rd mtk/man/mtkSobolDesignerResult-class.Rd mtk/man/mtkWWDMEvaluator.Rd mtk/man/WWDM.Rd mtk/man/addProcess-methods.Rd mtk/man/mtkEvaluatorResult-class.Rd mtk/man/mtkSystemEvaluatorResult.Rd mtk/man/getLevels-methods.Rd mtk/man/getDiscreteDistributionLevels-methods.Rd mtk/man/serialize-methods.Rd mtk/man/mtkNativeAnalyser-class.Rd mtk/man/getFactors-methods.Rd mtk/man/getDistributionNames-methods.Rd mtk/man/BasicMonteCarlo.Rd mtk/man/mtkSobolAnalyser-class.Rd mtk/man/getDiscreteDistributionType-methods.Rd mtk/man/WWDM.factors.Rd mtk/man/setFactors-methods.Rd mtk/man/mtkDefaultAnalyser-class.Rd mtk/man/make.mtkParameterList.Rd mtk/man/mtkMorrisDesigner.Rd mtk/man/report-methods.Rd mtk/man/mtkRegressionAnalyserResult.Rd mtk/man/mtkWWDMEvaluatorResult-class.Rd mtk/man/setState-methods.Rd mtk/man/mtkFastAnalyserResult.Rd mtk/man/getParameters-methods.Rd mtk/man/getValue-methods.Rd mtk/man/mtkNativeAnalyser.Rd mtk/man/mtkFactor.Rd mtk/man/getFactorFeatures-methods.Rd mtk/man/mtkExpWorkflow-class.Rd mtk/man/mtkParameter-class.Rd mtk/man/mtkSobolAnalyserResult.Rd mtk/man/Morris.Rd mtk/man/setFeatures-methods.Rd mtk/man/getDistributionName-methods.Rd mtk/man/getDistributionParameters-methods.Rd mtk/man/setProcess-methods.Rd mtk/man/run-methods.Rd mtk/man/mtkAnalyserResult-class.Rd mtk/man/getNames-methods.Rd mtk/man/mtkRandLHSDesignerResult.Rd mtk/man/mtkFastDesigner.Rd mtk/man/mtkLevels-class.Rd mtk/man/setReady-methods.Rd mtk/man/mtkMorrisDesignerResult.Rd mtk/man/getDistributionNominalValueTypes-methods.Rd mtk/man/mtkBasicMonteCarloDesigner-class.Rd mtk/man/mtkProcess-class.Rd mtk/man/Quantiles.Rd mtk/man/mtkDesignerResult.Rd mtk/man/mtkPLMMAnalyserResult-class.Rd mtk/man/mtkBasicMonteCarloDesigner.Rd mtk/man/mtkValue-class.Rd mtk/man/getDiscreteDistributionWeights-methods.Rd mtk/man/summary,mtkProcess-method.Rd mtk/man/plot,mtkProcess-method.Rd mtk/man/mtkRegressionAnalyserResult-class.Rd mtk/man/mtkDesigner-class.Rd mtk/man/mtkDefaultAnalyser.Rd mtk/man/getDomainFactor-methods.Rd mtk/man/mtkSobolDesigner.Rd mtk/man/extractData-methods.Rd mtk/man/mtkEvaluator-class.Rd mtk/man/getNominalValueType-methods.Rd mtk/man/mtkExpFactors.Rd mtk/man/mtkRandLHSDesigner-class.Rd mtk/man/mtkWWDMEvaluator-class.Rd mtk/man/mtk.designerAddons.Rd mtk/man/mtkMorrisDesignerResult-class.Rd mtk/man/getData-methods.Rd mtk/man/Ishigami.factors.Rd mtk/man/mtk.evaluatorAddons.Rd mtk/man/getNominalValue-methods.Rd mtk/man/setWeights-methods.Rd mtk/man/mtkBasicMonteCarloDesignerResult-class.Rd mtk/man/make.mtkFactor.Rd mtk/man/Fast.Rd mtk/man/mtkMorrisAnalyserResult-class.Rd mtk/man/mtkExpFactors-class.Rd mtk/man/mtkNativeDesigner-class.Rd mtk/man/mtkSobolDesigner-class.Rd mtk/man/is.ready-methods.Rd mtk/man/mtkFeature.Rd mtk/man/getName-methods.Rd mtk/man/mtkPLMMAnalyser-class.Rd mtk/man/mtkEvaluator.Rd mtk/man/mtkIshigamiEvaluator.Rd mtk/man/mtkSobolAnalyserResult-class.Rd mtk/man/mtkAnalyserResult.Rd mtk/man/getFactorNames-methods.Rd mtk/man/mtkNativeEvaluator-class.Rd mtk/man/mtkMorrisAnalyser-class.Rd mtk/man/mtkWWDMEvaluatorResult.Rd mtk/man/mtkFastDesignerResult-class.Rd mtk/man/mtkMorrisAnalyserResult.Rd mtk/man/mtkSobolAnalyser.Rd mtk/man/mtkNativeEvaluator.Rd mtk/man/mtkSystemEvaluatorResult-class.Rd mtk/man/make.mtkFeatureList.Rd mtk/man/mtkSystemEvaluator.Rd mtk/man/RandLHS.Rd mtk/man/mtkFastDesigner-class.Rd mtk/man/mtkNativeDesigner.Rd mtk/man/mtkSystemEvaluator-class.Rd mtk/man/mtkFastAnalyser.Rd mtk/man/mtkDomain.Rd mtk/man/mtkValue.Rd mtk/man/Regression.Rd mtk/man/deleteProcess-methods.Rd mtk/man/PLMM.Rd mtk/man/mtkMorrisDesigner-class.Rd mtk/man/mtkDesigner.Rd mtk/man/mtkPLMMAnalyser.Rd mtk/man/mtk.analyserAddons.Rd mtk/man/mtkRegressionAnalyser.Rd mtk/man/Sobol.Rd mtk/man/ANY.Rd mtk/man/mtkFastAnalyserResult-class.Rd mtk/man/setName-methods.Rd mtk/man/getWeights-methods.Rd mtk/man/setLevels-methods.Rd mtk/man/mtkRandLHSDesigner.Rd mtk/man/mtkParsor-class.Rd mtk/man/mtkPLMMAnalyserResult.Rd mtk/man/mtkAnalyser-class.Rd mtk/man/Ishigami.Rd mtk/man/setParameters-methods.Rd mtk/man/mtkFastDesignerResult.Rd mtk/man/getDistributionNominalValues-methods.Rd mtk/man/mtkDesignerResult-class.Rd mtk/man/mtkResult-class.Rd mtk/man/mtk-package.Rd mtk/man/mtkSobolDesignerResult.Rd mtk/man/mtkBasicMonteCarloDesignerResult.Rd mtk/man/mtkRegressionAnalyser-class.Rd mtk/man/mtkMorrisAnalyser.Rd mtk/man/mtkExperiment-class.Rd mtk/man/mtkParsor.Rd mtk/man/getProcess-methods.Rd mtk/man/mtkAnalyser.Rd mtk/man/mtkLevels.Rd mtk/man/setXMLFilePath-methods.Rd mtk/man/mtkProcess.Rd mtk/man/getMTKFeatures-methods.Rd mtk/man/mtkExpWorkflow.Rd mtk/man/getDistributionNominalValueType-methods.Rd mtk/man/mtkIshigamiEvaluator-class.Rd mtk/man/setDistributionParameters-methods.Rd mtk/man/setDomain-methods.Rd mtk/man/WWDM.climates.Rd mtk/man/setType-methods.Rd mtk/man/mtkExperiment.Rd mtk/man/mtkEvaluatorResult.Rd mtk/man/mtkDomain-class.Rd

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

All documentation is copyright its authors; we didn't write any of that.