Title: Design for sensitivity analysis: chapter in the Handbook of Design and Analysis of Experiments
Authors: BECKER WILLIAM EDWARDSALTELLI ANDREA
Publisher: CRC Press
Publication Year: 2015
JRC N°: JRC95012
ISBN: 978-1-4665-0433-2
URI: https://www.crcpress.com/Handbook-of-Design-and-Analysis-of-Experiments/Dean-Morris-Stufken-Bingham/p/book/9781466504332
http://publications.jrc.ec.europa.eu/repository/handle/JRC95012
Type: Articles in periodicals and books
Abstract: This chapter gives an overview of common approaches to sensitivity analysis, with an emphasis on sampling methods. It covers variance-based sensitivity indices, Monte Carlo methods for estimating sensitivity indices, screening approaches such as the elementary effects method, the Fourier amplitude sensitivity test, emulators, and scatterplot smoothing methods.
JRC Directorate:Joint Research Centre Corporate Activities

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