63 citations · 114 across the 3 of their papers we have counts for
3 papers
A comprehensive comparison of total-order estimators for global sensitivity analysis
Arnald Puy, William Becker, Samuele Lo Piano +1
Sensitivity analysis helps identify which model inputs convey the most uncertainty to the model output. One of the most authoritative measures in global sensitivity analysis is the…
Why So Many Published Sensitivity Analyses Are False. A Systematic Review of Sensitivity Analysis Practices
Andrea Saltelli, Ksenia Aleksankina, William Becker +5
Sensitivity analysis (SA) has much to offer for a very large class of applications, such as model selection, calibration, optimization, quality assurance and many others. Sensitivi…
Exploring Hoover and Perez's experimental designs using global sensitivity analysis
William Becker, Paolo Paruolo, Andrea Saltelli
This paper investigates variable-selection procedures in regression that make use of global sensitivity analysis. The approach is combined with existing algorithms and it is applie…