Design for sensitivity analysis: chapter in the Handbook of Design and Analysis of Experiments
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.
BECKER William Edward;
SALTELLI Andrea;
2016-09-23
CRC Press
JRC95012
978-1-4665-0433-2,
https://www.crcpress.com/Handbook-of-Design-and-Analysis-of-Experiments/Dean-Morris-Stufken-Bingham/p/book/9781466504332,
https://publications.jrc.ec.europa.eu/repository/handle/JRC95012,
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