Functional principal component analysis for global sensitivity analysis of model with spatial output

T.V.E. Perrin (1) , O. Roustant (2) , Jérémy Rohmer (3) , Olivier Alata (4) , J.P. Naulin (5) , Déborah Idier (3) , Rodrigo Pedreros (3) , D. Moncoulon (5) , P. Tinard (5)

1 LIMOS - Laboratoire d'Informatique, de Modélisation et d'Optimisation des Systèmes
2 IMT - Institut de Mathématiques de Toulouse UMR5219
3 BRGM - Bureau de Recherches Géologiques et Minières (BRGM)
4 LHC - Laboratoire Hubert Curien [Saint Etienne]
5 CCR PARIS FRA

Domains: Statistics [stat]; Methodology [stat.ME]; Environmental Sciences; Environmental Engineering

T.V.E. Perrin, O. Roustant, Jérémy Rohmer, Olivier Alata, J.P. Naulin, et al.. Functional principal component analysis for global sensitivity analysis of model with spatial output. Reliability Engineering and System Safety, 2021, 211, pp.107522. ⟨10.1016/j.ress.2021.107522⟩. ⟨ujm-03275234⟩