Andrea Saltelli

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 11

Top Topics

Sensitivity Analysis

Top Venues

Environ. Model. Softw.

J. Stat. Softw.

Reliab. Eng. Syst. Saf.

Publications

Stefano Tarantola, Federico Ferretti, Samuele Lo Piano, Mariia Kozlova, Alessio Lachi, Rossana Rosati, Arnald Puy, Pamphile Roy, Giulia Vannucci, Marta Kuc-Czarnecka, Andrea Saltelli
An annotated timeline of sensitivity analysis. Environ. Model. Softw. 174 (2024)
Arnald Puy, Pamphile T. Roy, Andrea Saltelli
Discrepancy Measures for Global Sensitivity Analysis. Technometrics 66 (3) (2024)
Giulia Vannucci, Roberta Siciliano, Andrea Saltelli
Enhancing Variable Importance in Random Forests: A Novel Application of Global Sensitivity Analysis. CoRR (2024)
Arnald Puy, Andrea Saltelli
Mind the hubris in mathematical modeling. CoRR (2022)
Arnald Puy, Samuele Lo Piano, Andrea Saltelli, Simon A. Levin
Package to Compute Variance-Based Sensitivity Indices. J. Stat. Softw. 102 (5) (2022)
Saman Razavi, Anthony J. Jakeman, Andrea Saltelli, Clémentine Prieur, Bertrand Iooss, Emanuele Borgonovo, Elmar Plischke, Samuele Lo Piano, Takuya Iwanaga, William E. Becker, Stefano Tarantola, Joseph H. A. Guillaume, John D. Jakeman, Hoshin V. Gupta, Nicola Melillo, Giovanni Rabitti, Vincent Chabridon, Qingyun Duan, Holger R. Maier
The Future of Sensitivity Analysis: An essential discipline for systems modeling and policy support. Environ. Model. Softw. 137 (2021)
Arnald Puy, Samuele Lo Piano, Andrea Saltelli
Is VARS more intuitive and efficient than Sobol' indices? Environ. Model. Softw. 137 (2021)
Andrea Saltelli, Anthony J. Jakeman, Saman Razavi, Qiongli Wu
Sensitivity analysis: A discipline coming of age. Environ. Model. Softw. 146 (2021)
Samuele Lo Piano, Federico Ferretti, Arnald Puy, Daniel Albrecht, Andrea Saltelli
Variance-based sensitivity analysis: The quest for better estimators and designs between explorativity and economy. Reliab. Eng. Syst. Saf. 206 (2021)
Arnald Puy, Samuele Lo Piano, Andrea Saltelli
A sensitivity analysis of the PAWN sensitivity index. Environ. Model. Softw. 127 (2020)
Andrea Saltelli, Ksenia A. Kalinina, William Becker, Pamela Fennell, Federico Ferretti, Niels Holst, Sushan Li, Qiongli Wu
Why so many published sensitivity analyses are false: A systematic review of sensitivity analysis practices. Environ. Model. Softw. 114 (2019)
Paola Annoni, Rainer Brüggemann, Andrea Saltelli
Random and quasi-random designs in variance-based sensitivity analysis for partially ordered sets. Reliab. Eng. Syst. Saf. 107 (2012)
Francesca Campolongo, Andrea Saltelli, Jessica Cariboni
From screening to quantitative sensitivity analysis. A unified approach. Comput. Phys. Commun. 182 (4) (2011)
Paola Annoni, Rainer Brüggemann, Andrea Saltelli
Partial order investigation of multiple indicator systems using variance-based sensitivity analysis. Environ. Model. Softw. 26 (7) (2011)
Andrea Saltelli, Paola Annoni
How to avoid a perfunctory sensitivity analysis. Environ. Model. Softw. 25 (12) (2010)
Andrea Saltelli, Paola Annoni, Ivano Azzini, Francesca Campolongo, Marco Ratto, Stefano Tarantola
Variance based sensitivity analysis of model output. Design and estimator for the total sensitivity index. Comput. Phys. Commun. 181 (2) (2010)
Andrea Saltelli, Francesca Campolongo, Jessica Cariboni
Screening important inputs in models with strong interaction properties. Reliab. Eng. Syst. Saf. 94 (7) (2009)
Andrea Saltelli
Editorial. Reliab. Eng. Syst. Saf. 94 (7) (2009)
Laurens Cherchye, Willem Moesen, Nicky Rogge, Tom Van Puyenbroeck, Michaela Saisana, Andrea Saltelli, R. Liska, Stefano Tarantola
Creating composite indicators with DEA and robustness analysis: the case of the Technology Achievement Index. J. Oper. Res. Soc. 59 (2) (2008)
Francesca Campolongo, Jessica Cariboni, Andrea Saltelli
An effective screening design for sensitivity analysis of large models. Environ. Model. Softw. 22 (10) (2007)
Andrea Saltelli, Marco Ratto, Stefano Tarantola, Francesca Campolongo
Sensitivity analysis practices: Strategies for model-based inference. Reliab. Eng. Syst. Saf. 91 (10-11) (2006)
Jon C. Helton, Roger M. Cooke, Michael D. McKay, Andrea Saltelli
Sensitivity Analysis of Model Output: SAMO 2004. Reliab. Eng. Syst. Saf. 91 (10-11) (2006)
Paolo Ruffo, Livia Bazzana, Alberto Consonni, Anna Corradi, Andrea Saltelli, Stefano Tarantola
Hydrocarbon exploration risk evaluation through uncertainty and sensitivity analyses techniques. Reliab. Eng. Syst. Saf. 91 (10-11) (2006)
Emanuele Borgonovo, George E. Apostolakis, Stefano Tarantola, Andrea Saltelli
Comparison of global sensitivity analysis techniques and importance measures in PSA. Reliab. Eng. Syst. Saf. 79 (2) (2003)
Stefano Tarantola, Andrea Saltelli
SAMO 2001: methodological advances and innovative applications of sensitivity analysis. Reliab. Eng. Syst. Saf. 79 (2) (2003)
Marco Ratto, Andrea Saltelli
An Efficient Approach to Deal with the Curse of Dimensionality in Sensitivity Analysis Computations. International Conference on Computational Science (1) (2002)
N. Giglioli, Andrea Saltelli
SimLab 1.1, Software for Sensitivity and Uncertainty Analysis, tool for sound modelling CoRR (2000)
Karen Chan, Andrea Saltelli, Stefano Tarantola
Winding Stairs: A sampling tool to compute sensitivity indices. Stat. Comput. 10 (3) (2000)
Andrea Saltelli, Stefano Tarantola, K. P.-S. Chan
A Quantitative Model-Independent Method for Global Sensitivity Analysis of Model Output. Technometrics 41 (1) (1999)
Karen Chan, Andrea Saltelli, Stefano Tarantola
Sensitivity Analysis of Model Output: Variance-based Methods Make the Difference. WSC (1997)