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Sensitivity Analysis in Practice: A Guide to Assessing Scientific Models
TLDR
SENSITIVITY ANALYSIS IN DIAGNOSTIC MODELLING: BAYESIAN UNCERTAINTY ESTIMATION AND REGIONALISED SENSITIVE ASSESSMENT . Expand
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An effective screening design for sensitivity analysis of large models
TLDR
We propose a revised version of the elementary effects method, improved in terms of both the definition of the measure and the sampling strategy. Expand
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Handbook on Constructing Composite Indicators: Methodology and User Guide
This Handbook aims to provide a guide for constructing and using composite indicators for policy makers, academics, the media and other interested parties. While there are several types of compositeExpand
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Making best use of model evaluations to compute sensitivity indices
This paper deals with computations of sensitivity indices in sensitivity analysis. Given a mathematical or computational model y=f(x1,x2,…,xk), where the input factors xi's are uncorrelated with oneExpand
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Variance based sensitivity analysis of model output. Design and estimator for the total sensitivity index
TLDR
We compare existing and new techniques for sensitivity analysis of model output and offer recommendations on which to use for the sensitivity index. Expand
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A quantitative model-independent method for global sensitivity analysis of model output
A new method for sensitivity analysis (SA) of model output is introduced. It is based on the Fourier amplitude sensitivity test (FAST) and allows the computation of the total contribution of eachExpand
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Importance measures in global sensitivity analysis of nonlinear models
Abstract The present paper deals with a new method of global sensitivity analysis of nonlinear models. This is based on a measure of importance to calculate the fractional contribution of the inputExpand
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Sensitivity analysis for importance assessment.
  • A. Saltelli
  • Computer Science, Medicine
  • Risk analysis : an official publication of the…
  • 1 June 2002
TLDR
We review briefly some examples that would support an extended role for quantitative sensitivity analysis in the context of model-based analysis (Section 1). Expand
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Global Sensitivity Analysis
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Tools for Composite Indicators Building
TLDR
The views expressed in this report are purely those of the authors and may not in any circumstances be regarded as stating an official position of the European Union. Expand
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