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sensitivity (version 1.9)
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
2,278
Version
1.9
License
GPL-2
Maintainer
Bertrand Iooss
Last Published
August 26th, 2014
Functions in sensitivity (1.9)
Search functions
pcc
Partial Correlation Coefficients
sensitivity-package
Sensitivity Analysis
src
Standardized Regression Coefficients
DMBRSI
Density Modification Based Reliability Sensitivity Indices (DMBRSI)
testmodels
Test Models for Sensitivity Analysis
morris
Morris's Elementary Effects Screening Method
sensiHSIC
Sensitivity Indices based on Hilbert-Schmidt Independence Criterion (HSIC)
sobol
Monte Carlo Estimation of Sobol' Indices
sobol2002
Monte Carlo Estimation of Sobol' Indices (scheme by Saltelli 2002)
sb
Sequential Bifurcations
sobolroalhs
Sobol' Indices Estimation Using Replicated OA-based LHS
sensiFdiv
Sensitivity Indices based on Csiszar f-divergence
sobol2007
Monte Carlo Estimation of Sobol' Indices (improved formulas of Sobol et al. (2007) and Saltelli et al. (2010))
soboljansen
Monte Carlo Estimation of Sobol' Indices (improved formulas of Jansen (1999) and Saltelli et al. (2010))
sobolGP
Kriging-based sensitivity analysis
sobolmara
Monte Carlo Estimation of Sobol' Indices via matrix permutations
template.replace
Replace Values in a Template Text
sobolowen
Monte Carlo Estimation of Sobol' Indices (improved formulas of Owen (2013)
PoincareConstant
Poincare constants for Derivative-based Global Sensitivity Measures (DGSM)
sobolCert
Monte Carlo Estimation of Sobol' Indices using certified meta-models
sobolEff
Monte Carlo Estimation of Sobol' Indices
fast99
Extended Fourier Amplitude Sensitivity Test
decoupling
Decoupling Simulations and Estimations