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sensitivity (version 1.8-0)

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

4,303

Version

1.8-0

License

GPL-2

Maintainer

Bertrand Iooss

Last Published

February 27th, 2014

Functions in sensitivity (1.8-0)

sobol2007

Monte Carlo Estimation of Sobol' Indices (improved formulas of Sobol et al. (2007) and Saltelli et al. (2010))
sensitivity-package

Sensitivity Analysis
sobol2002

Monte Carlo Estimation of Sobol' Indices (scheme by Saltelli 2002)
src

Standardized Regression Coefficients
sobolEff

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

Partial Correlation Coefficients
decoupling

Decoupling Simulations and Estimations
fast99

Extended Fourier Amplitude Sensitivity Test
sb

Sequential Bifurcations
sobolroalhs

Sobol' Indices Estimation Using Replicated OA-based LHS
soboljansen

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

Density Modification Based Reliability Sensitivity Indices (DMBRSI)
sobolmara

Monte Carlo Estimation of Sobol' Indices via matrix permutations
sobolGP

Kriging-based sensitivity analysis
morris

Morris's Elementary Effects Screening Method
testmodels

Test Models for Sensitivity Analysis
sobol

Monte Carlo Estimation of Sobol' Indices
sobolCert

Monte Carlo Estimation of Sobol' Indices using certified meta-models
template.replace

Replace Values in a Template Text