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mtk (version 1.0)

Mexico ToolKit library (MTK)

Description

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.

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Version

Install

install.packages('mtk')

Monthly Downloads

8

Version

1.0

License

GPL-3

Maintainer

Juhui WANG

Last Published

July 24th, 2014

Functions in mtk (1.0)

extractData-methods

The extractData method

getData-methods

The getData method

deleteProcess-methods

The deleteProcess method

getDiscreteDistributionWeights-methods

The getDiscreteDistributionWeights method

getDiscreteDistributionLevels-methods

The getDiscreteDistributionLevels method

addProcess-methods

The addProcess method

The extended Fourier Amplitude Sensitivity Test for sensitivity analysis

getDiscreteDistributionType-methods

The getDiscreteDistributionType method

BasicMonteCarlo

The BasicMonteCarlo design method

getDistributionNominalValueTypes-methods

The getDistributionNominalValueTypes method

getDistributionNominalValueType-methods

The getDistributionNominalValueType method

getDistributionName-methods

The getDistributionName method

getDistributionNames-methods

The getDistributionNames method

getFactorFeatures-methods

The getFactorFeatures method

getFactorNames-methods

The getFactorNames method

getName-methods

The getName method

getParameters-methods

The getParameters method

getFactors-methods

The getFactors method

getProcess-methods

The getProcess method

getMTKFeatures-methods

The getMTKFeatures method

getNames-methods

The getNames method

getDistributionParameters-methods

The getDistributionParameters method

getDomain-methods

The getDomain method

getFeatures-methods

The getFeatures method

getDistributionNominalValue-methods

The getDistributionNominalValue method

getDistributionNominalValues-methods

The getDistributionNominalValues method

getType-methods

The getType method

getValue-methods

The getValue method

The make.mtkFactor function

is.ready-methods

The is.ready method

getNominalValueType-methods

The getNominalValueType method

getNominalValue-methods

The getNominalValue method

mtkAnalyserResult-class

The mtkAnalyserResult class

mtk.evaluatorAddons

The mtk.evaluatorAddons function

getLevels-methods

The getLevels method

mtk.designerAddons

The mtk.designerAddons function

Ishigami.factors

Input factors of the Ishigami model

is.finished-methods

The is.finished method

The Ishigami model

mtkDefaultAnalyser

The constructor of the class mtkDefaultAnalyser

mtkBasicMonteCarloDesignerResult-class

The mtkBasicMonteCarloDesignerResult class

mtkDefaultAnalyser-class

The mtkDefaultAnalyser class

mtkDesignerResult

The constructor of the class mtkDesignerResult

mtkDesignerResult-class

The mtkDesignerResult class

make.mtkFeatureList

The make.mtkFeatureList function

getResult-methods

The getResult method

mtkEvaluatorResult

The constructor of the class mtkEvaluatorResult

The constructor of the class mtkExpFactors

mtkExpWorkflow-class

The mtkExpWorkflow class

mtkExperiment-class

The mtkExperiment class

The constructor of the class mtkDomain

The constructor of the class mtkEvaluator

mtkEvaluatorResult-class

The mtkEvaluatorResult class

mtkFastDesigner-class

The mtkFastDesigner class

mtkFastAnalyserResult-class

The mtkFastAnalyserResult class

mtkFastAnalyserResult

The constructor of the class mtkFastAnalyserResult

The constructor of the class mtkFactor

mtkFactor-class

The mtkFactor class

The constructor of the class mtkExpWorkflow

mtkFastAnalyser-class

The mtkFastAnalyser class

make.mtkParameterList

The make.mtkParameterList function

getWeights-methods

The getWeights method

mtkFastDesignerResult

The constructor of the class mtkFastDesignerResult

mtkIshigamiEvaluator

The constructor of the class mtkIshigamiEvaluator

The constructor of the class mtkFeature

mtkFeature-class

The mtkFeature class

mtkLevels-class

The mtkLevels class

mtkIshigamiEvaluator-class

The mtkIshigamiEvaluator class

mtkMorrisAnalyserResult-class

The mtkMorrisAnalyserResult class

mtkMorrisAnalyser

The constructor of the class mtkMorrisAnalyser

mtkNativeDesigner

The constructor of the class mtkNativeDesigner

mtkMorrisDesignerResult-class

The mtkMorrisDesignerResult class

mtkMorrisDesigner-class

The mtkMorrisDesigner class

mtkNativeDesigner-class

The mtkNativeDesigner class

mtkNativeEvaluator-class

The mtkNativeEvaluator class

MTK (Mexico ToolKit) for Sensitivity Analysis and Numerical Experiments

The constructor of the class mtkAnalyser

The constructor of the class mtkParameter

mtkPLMMAnalyserResult

The constructor of the class mtkPLMMAnalyserResult

mtkProcess-class

The mtkProcess class

mtkPLMMAnalyserResult-class

The mtkPLMMAnalyserResult class

mtkBasicMonteCarloDesigner-class

The mtkBasicMonteCarloDesigner class

mtkParsor-class

The mtkParsor class

mtkAnalyserResult

The constructor of the class mtkAnalyserResult

mtkNativeEvaluator

The constructor of the class mtkNativeEvaluator

The constructor of the class mtkParsor

mtk.analyserAddons

The mtk.analyserAddons function

mtkAnalyser-class

The mtkAnalyser class

The constructor of the class mtkDesigner

mtkDesigner-class

The mtkDesigner class

mtkRegressionAnalyserResult-class

The mtkRegressionAnalyserResult class

mtkRegressionAnalyserResult

The constructor of the class mtkRegressionAnalyserResult

The constructor of the mtkProcess class

mtkBasicMonteCarloDesigner

The constructor of the class mtkBasicMonteCarloDesigner

mtkBasicMonteCarloDesignerResult

The constructor of class mtkBasicMonteCarloDesignerResult

The constructor of the class mtkResult

mtkRandLHSDesignerResult-class

The mtkRandLHSDesignerResult class

mtkSobolDesigner

The constructor of the class mtkSobolDesigner

mtkRandLHSDesigner

The constructor of the class mtkRandLHSDesigner

mtkSobolAnalyserResult-class

The mtkSobolAnalyserResult class

mtkSobolAnalyserResult

The constructor of the class mtkSobolAnalyserResult

mtkRandLHSDesignerResult

The constructor of the class mtkRandLHSDesignerResult

mtkReadFactors-methods

The mtkReadFactor method

mtkRegressionAnalyser

The constructor of the class mtkRegressionAnalyser

mtkWWDMEvaluatorResult-class

The mtkWWDMEvaluatorResult class

mtkSystemEvaluatorResult

The constructor of the class mtkSystemEvaluatorResult

The constructor of the class mtkValue

mtkWWDMEvaluatorResult

The constructor of the class mtkWWDMEvaluatorResult

mtkDomain-class

The mtkDomain class

mtkRandLHSDesigner-class

The mtkRandLHSDesigner class

mtkSobolDesignerResult-class

The mtkSobolDesignerResult class

The Regression Method

reevaluate-methods

The reevaluate method

print,mtkProcess-method

The print method

The RandLHS Method

The run method

serializeOn-methods

The serializeOn method

plot,mtkProcess-method

The plot method

mtkSobolAnalyser-class

The mtkSobolAnalyser class

The constructor of the class mtkExperiment

The report method

mtkExpFactors-class

The mtkExpFactors class

mtkEvaluator-class

The mtkEvaluator class

mtkFastAnalyser

The constructor of the class mtkFastAnalyser

mtkFastDesigner

The constructor of the class mtkFastDesigner

mtkFastDesignerResult-class

The mtkFastDesignerResult class

mtkSobolAnalyser

The constructor of the class mtkSobolAnalyser

setDistributionParameters-methods

The setDistributionParameters method

setName-methods

The setName method

mtkMorrisAnalyser-class

The mtkMorrisAnalyser class

mtkSystemEvaluator-class

The mtkSystemEvaluator class

mtkSobolDesigner-class

The mtkSobolDesigner class

setFactors-methods

The setFactors method

setFeatures-methods

The setFeatures method

summary,mtkProcess-method

The summary method

setValue-methods

The setValue method

setWeights-methods

The setWeights method

mtkSystemEvaluator

The constructor of the class mtkSystemEvaluator

setType-methods

The setType method

setXMLFilePath-methods

The setXMLFilePath function

mtkWWDMEvaluator-class

The mtkWWDMEvaluator class

The constructor of the class mtkLevels

mtkWWDMEvaluator

The constructor of the class mtkWWDMEvaluator

The mtkValue class

mtkSystemEvaluatorResult-class

The mtkSystemEvaluatorResult class

mtkMorrisDesignerResult

The constructor of the class mtkMorrisDesignerResult

mtkMorrisAnalyserResult

The constructor of the class mtkMorrisAnalyserResult

mtkNativeAnalyser

The constructor of the class mtkNativeAnalyser

setReady-methods

The setReady method

mtkNativeAnalyser-class

The mtkNativeAnalyser class

setState-methods

The setState method

setLevels-methods

The setLevels method

mtkMorrisDesigner

The constructor of the class mtkMorrisDesigner

setProcess-methods

The setProcess method

mtkPLMMAnalyser

The constructor of the class mtkPLMMAnalyser

The Sobol Method

mtkPLMMAnalyser-class

The mtkPLMMAnalyser class

mtkParameter-class

The mtkParameter class

mtkRegressionAnalyser-class

The mtkRegressionAnalyser class

mtkResult-class

The mtkResult class

mtkSobolDesignerResult

The constructor of the class mtkSobolDesignerResult

The PLMM method for sensitivity analysis

The Quantiles function

setParameters-methods

The setParameters method

setDomain-methods

The setDomain method

Dataset used with the WWDM model

The input factors of the WWDM model

The WWDM model