Basics and Trends in Sensitivity Analysis: Theory and Practice in R (Computational Science and Engineering)

Sébastien Da Veiga; Fabrice Gamboa; Bertrand Iooss; Clémentine Prieur

ISBN 10: 1611976685 / ISBN 13: 9781611976687

Published by SIAM - Society for Industrial and Applied Mathematics, 2021

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Bibliographic Details

• Title: Basics and Trends in Sensitivity Analysis: Theory and Practice in R (Computational Science and Engineering)
• Publisher: SIAM - Society for Industrial and Applied Mathematics
• Publication Date: 2021
• Language: English
• ISBN 10: 1611976685
• ISBN 13: 9781611976687
• Binding: Soft cover
• Condition: New

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Synopsis

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About the Author

Sébastien Da Veiga is a senior expert in Statistics and Optimization at Safran. His research interests include computer experiments modelling, sensitivity analysis, optimization problems, kernel methods, and random forests.

Fabrice Gamboa is currently a professor at Toulouse University. His research interests include asymptotic statistics, random matrices and large deviations, statistical modelling, and industrial applications.

Bertrand Iooss is a senior researcher at EDF R&D, leading a project on uncertainty quantification and machine learning techniques for nuclear engineering processes. His research interests include computer experiments modelling, sensitivity analysis, geostatistics, machine learning validation, and explainability.

Clémentine Prieur is a professor at University Grenoble Alpes. Her research interests include properties of dependent stochastic processes and modelling of spatio-temporal dependence.