Andrea Saltelli

According to our database, Andrea Saltelli authored at least 31 papers between 1997 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Discrepancy Measures for Global Sensitivity Analysis.

Arnald Puy, Pamphile T. Roy, Andrea Saltelli

Technometrics, July, 2024

An annotated timeline of sensitivity analysis.

Stefano Tarantola, Federico Ferretti, Samuele Lo Piano, Mariia Kozlova, Alessio Lachi, Rossana Rosati, Arnald Puy, Pamphile T. Roy, Giulia Vannucci, Marta Kuc-Czarnecka, Andrea Saltelli

Environ. Model. Softw., 2024

Enhancing Variable Importance in Random Forests: A Novel Application of Global Sensitivity Analysis.

Giulia Vannucci, Roberta Siciliano, Andrea Saltelli

CoRR, 2024

2022

sensobol: An <i>R</i> Package to Compute Variance-Based Sensitivity Indices.

Arnald Puy, Samuele Lo Piano, Andrea Saltelli, Simon A. Levin

J. Stat. Softw., 2022

Mind the hubris in mathematical modeling.

Arnald Puy, Andrea Saltelli

CoRR, 2022

2021

Variance-based sensitivity analysis: The quest for better estimators and designs between explorativity and economy.

Samuele Lo Piano, Federico Ferretti, Arnald Puy, Daniel Albrecht, Andrea Saltelli

Reliab. Eng. Syst. Saf., 2021

Sensitivity analysis: A discipline coming of age.

Andrea Saltelli, Anthony J. Jakeman, Saman Razavi, Qiongli Wu

Environ. Model. Softw., 2021

The Future of Sensitivity Analysis: An essential discipline for systems modeling and policy support.

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

Environ. Model. Softw., 2021

Is VARS more intuitive and efficient than Sobol' indices?

Arnald Puy, Samuele Lo Piano, Andrea Saltelli

Environ. Model. Softw., 2021

2020

A sensitivity analysis of the PAWN sensitivity index.

Arnald Puy, Samuele Lo Piano, Andrea Saltelli

Environ. Model. Softw., 2020

2019

Why so many published sensitivity analyses are false: A systematic review of sensitivity analysis practices.

Andrea Saltelli, Ksenia A. Kalinina, William Becker, Pamela Fennell, Federico Ferretti, Niels Holst, Sushan Li, Qiongli Wu

Environ. Model. Softw., 2019

2012

Random and quasi-random designs in variance-based sensitivity analysis for partially ordered sets.

Paola Annoni, Rainer Brüggemann, Andrea Saltelli

Reliab. Eng. Syst. Saf., 2012

2011

Sensitivity Analysis.

Andrea Saltelli, Paola Annoni

Proceedings of the International Encyclopedia of Statistical Science, 2011

Partial order investigation of multiple indicator systems using variance-based sensitivity analysis.

Paola Annoni, Rainer Brüggemann, Andrea Saltelli

Environ. Model. Softw., 2011

From screening to quantitative sensitivity analysis. A unified approach.

Francesca Campolongo, Andrea Saltelli, Jessica Cariboni

Comput. Phys. Commun., 2011

2010

How to avoid a perfunctory sensitivity analysis.

Andrea Saltelli, Paola Annoni

Environ. Model. Softw., 2010

Variance based sensitivity analysis of model output. Design and estimator for the total sensitivity index.

Andrea Saltelli, Paola Annoni, Ivano Azzini, Francesca Campolongo, Marco Ratto, Stefano Tarantola

Comput. Phys. Commun., 2010

2009

Screening important inputs in models with strong interaction properties.

Andrea Saltelli, Francesca Campolongo, Jessica Cariboni

Reliab. Eng. Syst. Saf., 2009

Editorial.

Andrea Saltelli

Reliab. Eng. Syst. Saf., 2009

2008

Creating composite indicators with DEA and robustness analysis: the case of the Technology Achievement Index.

Laurens Cherchye, Willem Moesen, Nicky Rogge, Tom Van Puyenbroeck, Michaela Saisana, Andrea Saltelli, R. Liska, Stefano Tarantola

J. Oper. Res. Soc., 2008

2007

An effective screening design for sensitivity analysis of large models.

Francesca Campolongo, Jessica Cariboni, Andrea Saltelli

Environ. Model. Softw., 2007

2006

Sensitivity analysis practices: Strategies for model-based inference.

Andrea Saltelli, Marco Ratto, Stefano Tarantola, Francesca Campolongo

Reliab. Eng. Syst. Saf., 2006

Hydrocarbon exploration risk evaluation through uncertainty and sensitivity analyses techniques.

Paolo Ruffo, Livia Bazzana, Alberto Consonni, Anna Corradi, Andrea Saltelli, Stefano Tarantola

Reliab. Eng. Syst. Saf., 2006

Sensitivity Analysis of Model Output: SAMO 2004.

Jon C. Helton, Roger M. Cooke, Michael D. McKay, Andrea Saltelli

Reliab. Eng. Syst. Saf., 2006

2003

SAMO 2001: methodological advances and innovative applications of sensitivity analysis.

Stefano Tarantola, Andrea Saltelli

Reliab. Eng. Syst. Saf., 2003

Comparison of global sensitivity analysis techniques and importance measures in PSA.

Emanuele Borgonovo, George E. Apostolakis, Stefano Tarantola, Andrea Saltelli

Reliab. Eng. Syst. Saf., 2003

2002

An Efficient Approach to Deal with the Curse of Dimensionality in Sensitivity Analysis Computations.

Marco Ratto, Andrea Saltelli

Proceedings of the Computational Science - ICCS 2002, 2002

2000

Winding Stairs: A sampling tool to compute sensitivity indices.

Karen Chan, Andrea Saltelli, Stefano Tarantola

Stat. Comput., 2000

SimLab 1.1, Software for Sensitivity and Uncertainty Analysis, tool for sound modelling

N. Giglioli, Andrea Saltelli

CoRR, 2000

1999

A Quantitative Model-Independent Method for Global Sensitivity Analysis of Model Output.

Andrea Saltelli, Stefano Tarantola, K. P.-S. Chan

Technometrics, 1999

1997

Sensitivity Analysis of Model Output: Variance-based Methods Make the Difference.

Karen Chan, Andrea Saltelli, Stefano Tarantola

Proceedings of the 29th conference on Winter simulation, 1997