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William Becker
William Becker
Freelance data scientist
Verified email at bluefoxdata.eu - Homepage
Title
Cited by
Cited by
Year
Why so many published sensitivity analyses are false: A systematic review of sensitivity analysis practices
A Saltelli, K Aleksankina, W Becker, P Fennell, F Ferretti, N Holst, S Li, ...
Environmental modelling & software 114, 29-39, 2019
5952019
Weights and importance in composite indicators: Closing the gap
W Becker, M Saisana, P Paruolo, I Vandecasteele
Ecological indicators 80, 12-22, 2017
4112017
The future of sensitivity analysis: an essential discipline for systems modeling and policy support
S Razavi, A Jakeman, A Saltelli, C Prieur, B Iooss, E Borgonovo, ...
Environmental Modelling & Software 137, 104954, 2021
2602021
Development of a bioeconomy monitoring framework for the European Union: An integrative and collaborative approach
N Robert, J Giuntoli, R Araujo, M Avraamides, E Balzi, JI Barredo, ...
New biotechnology 59, 10-19, 2020
932020
A comparison of two sampling methods for global sensitivity analysis
S Tarantola, W Becker, D Zeitz
Computer Physics Communications 183 (5), 1061-1072, 2012
832012
Global sensitivity analysis for high-dimensional problems: How to objectively group factors and measure robustness and convergence while reducing computational cost
R Sheikholeslami, S Razavi, HV Gupta, W Becker, A Haghnegahdar
Environmental modelling & software 111, 282-299, 2019
762019
Weights and importance in composite indicators: Mind the gap
W Becker, P Paruolo, M Saisana, A Saltelli
Handbook of uncertainty quantification, 1187-1216, 2017
702017
Bayesian sensitivity analysis of a model of the aortic valve
W Becker, J Rowson, JE Oakley, A Yoxall, G Manson, K Worden
Journal of biomechanics 44 (8), 1499-1506, 2011
572011
Bayesian sensitivity analysis of a nonlinear finite element model
W Becker, JE Oakley, C Surace, P Gili, J Rowson, K Worden
Mechanical Systems and Signal Processing 32, 18-31, 2012
522012
Polynomial chaos expansion for sensitivity analysis of model output with dependent inputs
TA Mara, WE Becker
Reliability Engineering & System Safety 214, 107795, 2021
462021
On the confidence bounds of Gaussian process NARX models and their higher-order frequency response functions
K Worden, WE Becker, TJ Rogers, EJ Cross
Mechanical Systems and Signal Processing 104, 188-223, 2018
462018
SIMLAB software for uncertainty and sensitivity analysis
S Tarantola, W Becker
Handbook of Uncertainty Quantification; Ghanem, R., Higdon, D., Owhadi, H …, 2016
392016
Metafunctions for benchmarking in sensitivity analysis
W Becker
Reliability Engineering & System Safety 204, 107189, 2020
372020
Climate models as economic guides scientific challenge or quixotic quest?
A Saltelli, PB Stark, W Becker, P Stano
Issues in Science and Technology 31 (3), 79-84, 2015
372015
JRC statistical audit of the sustainable development goals index and dashboards
E Papadimitriou, AR Neves, W Becker
Brussels (Belgium): Publications Office of the European Union, 2019
342019
A comprehensive comparison of total-order estimators for global sensitivity analysis
A Puy, W Becker, SL Piano, A Saltelli
International Journal for Uncertainty Quantification 12 (2), 2022
322022
Sensitivity analysis approaches to high-dimensional screening problems at low sample size
WE Becker, S Tarantola, G Deman
Journal of Statistical Computation and Simulation 88 (11), 2089-2110, 2018
322018
Wrapping up the Europe 2020 strategy: A multidimensional indicator analysis
W Becker, H Norlén, L Dijkstra, S Athanasoglou
Environmental and Sustainability Indicators 8, 100075, 2020
302020
Assessing the influence of climate model uncertainty on EU-wide climate change impact indicators
T Lung, A Dosio, W Becker, C Lavalle, LM Bouwer
Climatic change 120, 211-227, 2013
242013
On the identification of hysteretic systems. Part II: Bayesian sensitivity analysis and parameter confidence
K Worden, WE Becker
Mechanical Systems and Signal Processing 29, 213-227, 2012
242012
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