Global Sensitivity Analysis of Model Outputs

Documentation for package ‘sensitivity’ version 1.12.2

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A C D F I M P S T

sensitivity-package

Sensitivity Analysis

-- A --

ask	Decoupling Simulations and Estimations
ask.sb	Sequential Bifurcations
ask.sobolGP	Kriging-based sensitivity analysis
atantemp.fun	Test Models for Sensitivity Analysis

-- C --

campbell1D.fun

Test Models for Sensitivity Analysis

-- D --

decoupling	Decoupling Simulations and Estimations
delsa	Distributed Evaluation of Local Sensitivity Analysis

-- F --

fast99

Extended Fourier Amplitude Sensitivity Test

-- I --

ishigami.fun

Test Models for Sensitivity Analysis

-- M --

morris	Morris's Elementary Effects Screening Method
morris.fun	Test Models for Sensitivity Analysis

-- P --

parameterSets	Generate parameter sets
pcc	Partial Correlation Coefficients
PLI	Perturbed-Law based sensitivity Indices (PLI)
plot.delsa	Distributed Evaluation of Local Sensitivity Analysis
plot.fast99	Extended Fourier Amplitude Sensitivity Test
plot.morris	Morris's Elementary Effects Screening Method
plot.pcc	Partial Correlation Coefficients
plot.sb	Sequential Bifurcations
plot.sensiFdiv	Sensitivity Indices based on Csiszar f-divergence
plot.sensiHSIC	Sensitivity Indices based on Hilbert-Schmidt Independence Criterion (HSIC)
plot.sobol	Monte Carlo Estimation of Sobol' Indices
plot.sobol2002	Monte Carlo Estimation of Sobol' Indices (scheme by Saltelli 2002)
plot.sobol2007	Monte Carlo Estimation of Sobol' Indices (improved formulas of Mauntz: Sobol et al. (2007) and Saltelli et al. (2010))
plot.sobolEff	Monte Carlo Estimation of Sobol' Indices (formulas of Janon-Monod)
plot.sobolGP	Kriging-based sensitivity analysis
plot.soboljansen	Monte Carlo Estimation of Sobol' Indices (improved formulas of Jansen (1999) and Saltelli et al. (2010))
plot.sobolmara	Monte Carlo Estimation of Sobol' Indices via matrix permutations
plot.sobolmartinez	Monte Carlo Estimation of Sobol' Indices (formulas of Martinez (2011))
plot.sobolMultOut	Monte Carlo Estimation of Aggregated Sobol' Indices for multiple and functional outputs
plot.sobolowen	Monte Carlo Estimation of Sobol' Indices (improved formulas of Owen (2013)
plot.sobolroalhs	Sobol' Indices Estimation Using Replicated OA-based LHS
plot.sobolTIIlo	Liu and Owen Estimation of Total Interaction Indices
plot.sobolTIIpf	Pick-freeze Estimation of Total Interaction Indices
plot.soboltouati	Monte Carlo Estimation of Sobol' Indices (formulas of Martinez (2011) and Touati (2016))
plot.src	Standardized Regression Coefficients
plot3d.morris	Morris's Elementary Effects Screening Method
plotFG	Pick-freeze Estimation of Total Interaction Indices
plotFG.sobolTIIlo	Liu and Owen Estimation of Total Interaction Indices
plotFG.sobolTIIpf	Pick-freeze Estimation of Total Interaction Indices
PoincareConstant	Poincare constants for Derivative-based Global Sensitivity Measures (DGSM)
print.delsa	Distributed Evaluation of Local Sensitivity Analysis
print.fast99	Extended Fourier Amplitude Sensitivity Test
print.morris	Morris's Elementary Effects Screening Method
print.pcc	Partial Correlation Coefficients
print.sb	Sequential Bifurcations
print.sensiFdiv	Sensitivity Indices based on Csiszar f-divergence
print.sensiHSIC	Sensitivity Indices based on Hilbert-Schmidt Independence Criterion (HSIC)
print.sobol	Monte Carlo Estimation of Sobol' Indices
print.sobol2002	Monte Carlo Estimation of Sobol' Indices (scheme by Saltelli 2002)
print.sobol2007	Monte Carlo Estimation of Sobol' Indices (improved formulas of Mauntz: Sobol et al. (2007) and Saltelli et al. (2010))
print.sobolCert	Monte Carlo Estimation of Sobol' Indices using certified meta-models
print.sobolEff	Monte Carlo Estimation of Sobol' Indices (formulas of Janon-Monod)
print.sobolGP	Kriging-based sensitivity analysis
print.soboljansen	Monte Carlo Estimation of Sobol' Indices (improved formulas of Jansen (1999) and Saltelli et al. (2010))
print.sobolmara	Monte Carlo Estimation of Sobol' Indices via matrix permutations
print.sobolmartinez	Monte Carlo Estimation of Sobol' Indices (formulas of Martinez (2011))
print.sobolMultOut	Monte Carlo Estimation of Aggregated Sobol' Indices for multiple and functional outputs
print.sobolowen	Monte Carlo Estimation of Sobol' Indices (improved formulas of Owen (2013)
print.sobolroalhs	Sobol' Indices Estimation Using Replicated OA-based LHS
print.sobolTIIlo	Liu and Owen Estimation of Total Interaction Indices
print.sobolTIIpf	Pick-freeze Estimation of Total Interaction Indices
print.soboltouati	Monte Carlo Estimation of Sobol' Indices (formulas of Martinez (2011) and Touati (2016))
print.src	Standardized Regression Coefficients

-- S --

sb	Sequential Bifurcations
sensiFdiv	Sensitivity Indices based on Csiszar f-divergence
sensiHSIC	Sensitivity Indices based on Hilbert-Schmidt Independence Criterion (HSIC)
sensitivity	Sensitivity Analysis
sobol	Monte Carlo Estimation of Sobol' Indices
sobol.fun	Test Models for Sensitivity Analysis
sobol2002	Monte Carlo Estimation of Sobol' Indices (scheme by Saltelli 2002)
sobol2007	Monte Carlo Estimation of Sobol' Indices (improved formulas of Mauntz: Sobol et al. (2007) and Saltelli et al. (2010))
sobolCert	Monte Carlo Estimation of Sobol' Indices using certified meta-models
sobolEff	Monte Carlo Estimation of Sobol' Indices (formulas of Janon-Monod)
sobolGP	Kriging-based sensitivity analysis
soboljansen	Monte Carlo Estimation of Sobol' Indices (improved formulas of Jansen (1999) and Saltelli et al. (2010))
sobolmara	Monte Carlo Estimation of Sobol' Indices via matrix permutations
sobolmartinez	Monte Carlo Estimation of Sobol' Indices (formulas of Martinez (2011))
sobolMultOut	Monte Carlo Estimation of Aggregated Sobol' Indices for multiple and functional outputs
sobolowen	Monte Carlo Estimation of Sobol' Indices (improved formulas of Owen (2013)
sobolroalhs	Sobol' Indices Estimation Using Replicated OA-based LHS
sobolTIIlo	Liu and Owen Estimation of Total Interaction Indices
sobolTIIpf	Pick-freeze Estimation of Total Interaction Indices
soboltouati	Monte Carlo Estimation of Sobol' Indices (formulas of Martinez (2011) and Touati (2016))
src	Standardized Regression Coefficients
support	Support indices: Measuring the effect of input variables over their support

-- T --

tell	Decoupling Simulations and Estimations
tell.delsa	Distributed Evaluation of Local Sensitivity Analysis
tell.fast99	Extended Fourier Amplitude Sensitivity Test
tell.morris	Morris's Elementary Effects Screening Method
tell.sb	Sequential Bifurcations
tell.sensiFdiv	Sensitivity Indices based on Csiszar f-divergence
tell.sensiHSIC	Sensitivity Indices based on Hilbert-Schmidt Independence Criterion (HSIC)
tell.sobol	Monte Carlo Estimation of Sobol' Indices
tell.sobol2002	Monte Carlo Estimation of Sobol' Indices (scheme by Saltelli 2002)
tell.sobol2007	Monte Carlo Estimation of Sobol' Indices (improved formulas of Mauntz: Sobol et al. (2007) and Saltelli et al. (2010))
tell.sobolEff	Monte Carlo Estimation of Sobol' Indices (formulas of Janon-Monod)
tell.sobolGP	Kriging-based sensitivity analysis
tell.soboljansen	Monte Carlo Estimation of Sobol' Indices (improved formulas of Jansen (1999) and Saltelli et al. (2010))
tell.sobolmara	Monte Carlo Estimation of Sobol' Indices via matrix permutations
tell.sobolmartinez	Monte Carlo Estimation of Sobol' Indices (formulas of Martinez (2011))
tell.sobolowen	Monte Carlo Estimation of Sobol' Indices (improved formulas of Owen (2013)
tell.sobolroalhs	Sobol' Indices Estimation Using Replicated OA-based LHS
tell.sobolTIIlo	Liu and Owen Estimation of Total Interaction Indices
tell.sobolTIIpf	Pick-freeze Estimation of Total Interaction Indices
tell.soboltouati	Monte Carlo Estimation of Sobol' Indices (formulas of Martinez (2011) and Touati (2016))
template.replace	Replace Values in a Template Text
testmodels	Test Models for Sensitivity Analysis