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sensitivity (version 1.11.1)
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
4,704
Version
1.11.1
License
GPL-2
Maintainer
Bertrand Iooss
Last Published
June 12th, 2015
Functions in sensitivity (1.11.1)
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sensitivity-package
Sensitivity Analysis
testmodels
Test Models for Sensitivity Analysis
sobolMultOut
Monte Carlo Estimation of Aggregated Sobol' Indices for multiple and functional outputs
sobolTIIpf
Pick-freeze Estimation of Total Interaction Indices
sensiFdiv
Sensitivity Indices based on Csiszar f-divergence
sobolGP
Kriging-based sensitivity analysis
sensiHSIC
Sensitivity Indices based on Hilbert-Schmidt Independence Criterion (HSIC)
PLI
Perturbation Law-based Indices (PLI)
sobol
Monte Carlo Estimation of Sobol' Indices
sobolmartinez
Monte Carlo Estimation of Sobol' Indices (formulas of Martinez (2011))
sobolowen
Monte Carlo Estimation of Sobol' Indices (improved formulas of Owen (2013)
delsa
Distributed Evaluation of Local Sensitivity Analysis
decoupling
Decoupling Simulations and Estimations
soboljansen
Monte Carlo Estimation of Sobol' Indices (improved formulas of Jansen (1999) and Saltelli et al. (2010))
sobolroalhs
Sobol' Indices Estimation Using Replicated OA-based LHS
sobolmara
Monte Carlo Estimation of Sobol' Indices via matrix permutations
sobolCert
Monte Carlo Estimation of Sobol' Indices using certified meta-models
src
Standardized Regression Coefficients
morris
Morris's Elementary Effects Screening Method
PoincareConstant
Poincare constants for Derivative-based Global Sensitivity Measures (DGSM)
fast99
Extended Fourier Amplitude Sensitivity Test
template.replace
Replace Values in a Template Text
sobolTIIlo
Liu and Owen Estimation of Total Interaction Indices
pcc
Partial Correlation Coefficients
sb
Sequential Bifurcations
parameterSets
Generate parameter sets
sobol2007
Monte Carlo Estimation of Sobol' Indices (improved formulas of Mauntz: Sobol et al. (2007) and Saltelli et al. (2010))
sobol2002
Monte Carlo Estimation of Sobol' Indices (scheme by Saltelli 2002)
sobolEff
Monte Carlo Estimation of Sobol' Indices (formulas of Janon-Monod)