Identification and review of sensitivity analysis methods

H Christopher Frey, SR Patil - Risk analysis, 2002 - Wiley Online Library
Identification and qualitative comparison of sensitivity analysis methods that have been used
across various disciplines, and that merit consideration for application to foodsafety risk …

Sensitivity analysis

C Pichery - Encyclopedia of Toxicology: Third Edition, 2014 - ehesp.hal.science
A (mathematical or otherwise) model study is a phenomenon in which the quality depends
on the knowledge of this phenomenon. This model can be associated with different sources …

[图书][B] Basics and trends in sensitivity analysis: Theory and practice in R

In many fields, such as environmental risk assessment, agronomic system behavior,
aerospace engineering, and nuclear safety, mathematical models turned into computer code …

Hazard identification: from a quantitative to a qualitative approach

WH Sperber - Food Control, 2001 - Elsevier
Hazard identification is a common step in the hazard analysis and risk-assessment
processes. The fact that this step is shared between the two processes is creating some …

A review of techniques for parameter sensitivity analysis of environmental models

DM Hamby - Environmental monitoring and assessment, 1994 - Springer
Mathematical models are utilized to approximate various highly complex engineering,
physical, environmental, social, and economic phenomena. Model parameters exerting the …

Sensitivity analysis practices: Strategies for model-based inference

A Saltelli, M Ratto, S Tarantola, F Campolongo… - Reliability engineering & …, 2006 - Elsevier
Fourteen years after Science's review of sensitivity analysis (SA) methods in 1989 (System
analysis at molecular scale, by H. Rabitz) we search Science Online to identify and then …

Sensitivity analysis for importance assessment

A Saltelli - Risk analysis, 2002 - Wiley Online Library
We review briefly some examples that would support an extended role for quantitative
sensitivity analysis in the context of modelbased analysis (Section 1). We then review what …

Variance-based sensitivity analysis: The quest for better estimators and designs between explorativity and economy

SL Piano, F Ferretti, A Puy, D Albrecht… - Reliability Engineering & …, 2021 - Elsevier
Variance-based sensitivity indices have established themselves as a reference amongst
practitioners of sensitivity analysis of model outputs. A variance-based sensitivity analysis …

[图书][B] Sensitivity analysis: an introduction for the management scientist

E Borgonovo - 2017 - books.google.com
This book is an expository introduction to the methodology of sensitivity analysis of model
output. It is primarily intended for investigators, students and researchers that are familiar …

Non-parametric statistics in sensitivity analysis for model output: a comparison of selected techniques

A Saltelli, J Marivoet - Reliability Engineering & System Safety, 1990 - Elsevier
The use of Statistics in risk assessment studied is an expanding field where the selection of
the proper technique is often difficult to make. This is the case with the sensitivity analysis …