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sensitivity (version 1.8-1)

Sensitivity Analysis

Description

A collection of functions for factor screening, global sensitivity analysis and reliability sensitivity analysis of model output.

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Version

Install

install.packages('sensitivity')

Monthly Downloads

4,704

Version

1.8-1

License

GPL-2

Maintainer

Bertrand Iooss

Last Published

March 4th, 2014

Functions in sensitivity (1.8-1)

sobolEff

Monte Carlo Estimation of Sobol' Indices (asymptotically efficient formula)
sb

Sequential Bifurcations
decoupling

Decoupling Simulations and Estimations
DMBRSI

Density Modification Based Reliability Sensitivity Indices (DMBRSI)
sobolmara

Monte Carlo Estimation of Sobol' Indices via matrix permutations
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))
soboljansen

Monte Carlo Estimation of Sobol' Indices (improved formulas of Jansen (1999) and Saltelli et al. (2010))
fast99

Extended Fourier Amplitude Sensitivity Test
morris

Morris's Elementary Effects Screening Method
sobol2002

Monte Carlo Estimation of Sobol' Indices (scheme by Saltelli 2002)
sensitivity-package

Sensitivity Analysis
template.replace

Replace Values in a Template Text
src

Standardized Regression Coefficients
pcc

Partial Correlation Coefficients
sobol

Monte Carlo Estimation of Sobol' Indices
testmodels

Test Models for Sensitivity Analysis
sobolCert

Monte Carlo Estimation of Sobol' Indices using certified meta-models
sobolGP

Kriging-based sensitivity analysis