Estimation and model errors in Gaussian-process-based Sensitivity Analysis of functional outputs

Yuri Taglieri Sáo, Olivier Roustant, Geraldo de Freitas Maciel

Global sensitivity analysis (GSA) of functional-output models is usually performed by combining statistical techniques, such as basis expansions, metamodeling and sampling based es…