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sensitivity (version 1.10.1)
Sensitivity Analysis
Description
A collection of functions for factor screening, global sensitivity analysis and reliability sensitivity analysis of model output.
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Install
install.packages('sensitivity')
Monthly Downloads
2,508
Version
1.10.1
License
GPL-2
Maintainer
Bertrand Iooss
Last Published
December 3rd, 2014
Functions in sensitivity (1.10.1)
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sobolTIIlo
Liu and Owen Estimation of Total Interaction Indices
sobolGP
Kriging-based sensitivity analysis
sobolEff
Monte Carlo Estimation of Sobol' Indices
sensiHSIC
Sensitivity Indices based on Hilbert-Schmidt Independence Criterion (HSIC)
testmodels
Test Models for Sensitivity Analysis
sobol2002
Monte Carlo Estimation of Sobol' Indices (scheme by Saltelli 2002)
sobolowen
Monte Carlo Estimation of Sobol' Indices (improved formulas of Owen (2013)
decoupling
Decoupling Simulations and Estimations
sobolTIIpf
Pick-freeze Estimation of Total Interaction Indices
sobol
Monte Carlo Estimation of Sobol' Indices
morris
Morris's Elementary Effects Screening Method
src
Standardized Regression Coefficients
sobolroalhs
Sobol' Indices Estimation Using Replicated OA-based LHS
sobol2007
Monte Carlo Estimation of Sobol' Indices (improved formulas of Sobol et al. (2007) and Saltelli et al. (2010))
sensitivity-package
Sensitivity Analysis
sensiFdiv
Sensitivity Indices based on Csiszar f-divergence
template.replace
Replace Values in a Template Text
PoincareConstant
Poincare constants for Derivative-based Global Sensitivity Measures (DGSM)
fast99
Extended Fourier Amplitude Sensitivity Test
sb
Sequential Bifurcations
pcc
Partial Correlation Coefficients
DMBRSI
Density Modification Based Reliability Sensitivity Indices (DMBRSI)
soboljansen
Monte Carlo Estimation of Sobol' Indices (improved formulas of Jansen (1999) and Saltelli et al. (2010))
sobolCert
Monte Carlo Estimation of Sobol' Indices using certified meta-models
sobolmara
Monte Carlo Estimation of Sobol' Indices via matrix permutations