Marco Ratto

Statistics and Probability · 2001–2012

A researcher in the Science corpus: 14 papers; trusts 28 researchers and is trusted by 48 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 47 citations into it; #1,358 of 12,932 by trust here, #545 by citations
• Economics and Econometrics — 36 citations into it; #5,023 of 23,481 by trust here, #3,601 by citations
• Computational Theory and Mathematics — 23 citations into it; #2,550 of 12,182 by trust here, #937 by citations
• Management Science and Operations Research — 16 citations into it; #3,087 of 11,946 by trust here, #2,603 by citations
• Environmental Engineering — 7 citations into it
• Aerospace Engineering — 5 citations into it
• Civil and Structural Engineering — 5 citations into it; #4,365 of 6,160 by trust here, #4,007 by citations
• Mechanics of Materials — 5 citations into it

Whom Marco Ratto trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Andrea Saltelli
2. Yi Lin
3. Robert Tibshirani
4. Grace Wahba
5. Thomas A. Lubik
6. Chong Gu
7. Frank Smets
8. Malin Adolfson
9. Frank Schorfheide
10. Andrew T. Levin

Who trusts Marco Ratto overall

1. Andrea Saltelli
2. Nikolay Iskrev
3. Saman Razavi
4. Francesca Campolongo
5. Paolo Paruolo
6. Nikolai Stähler
7. J. Veld
8. Zhike Zi
9. Michaela Saisana
10. Bryan Tolson

Papers from Marco Ratto's perspective

Ordered by how strongly the researchers Marco Ratto trusts endorse each paper. Same corpus, a different order for every researcher.

1. Spline Models for Observational Data
2. Smoothing Spline Anova Models
3. Regression Shrinkage and Selection via the Lasso
4. Uncertainty and Quality in Science for Policy
5. On the distribution of points in a cube and the approximate evaluation of integrals
6. Probabilistic sensitivity analysis of complex models: a Bayesian approach
7. Nominal Rigidities and the Dynamic Effects of a Shock to Monetary Policy (Journal of Political Economy)
8. Identification and Review of Sensitivity Analysis Methods (Risk Analysis)
9. Survey of sampling-based methods for uncertainty and sensitivity analysis (Reliability Engineering & System Safety)
10. Making best use of model evaluations to compute sensitivity indices

Their papers

• Sensitivity Analysis in Practice: A Guide to Assessing Scientific Models (2004) — 2,707 citations
• Sensitivity analysis for chemical models. (2005) — 668 citations
• Variance based sensitivity analysis of model output. Design and estimator for the total sensitivity index (2010) — 3,200 citations
• Sensitivity analysis in model calibration: GSA-GLUE approach (2001) — 193 citations
• Sensitivity analysis practices: Strategies for model-based inference (2006) — 618 citations
• Emulation techniques for the reduction and sensitivity analysis of complex environmental models (2012) — 118 citations
• Using recursive algorithms for the efficient identification of smoothing spline ANOVA models (2010) — 77 citations
• QUEST III: An Estimated Open-Economy DSGE Model of the Euro Area with Fiscal and Monetary Policy (2009) — 368 citations
• Analysing DSGE Models with Global Sensitivity Analysis (2008) — 76 citations
• A general framework for Dynamic Emulation Modelling in environmental problems (2012) — 159 citations
• Evaluation of MARS modeling technique for sensitivity analysis of model output (2010) — 20 citations
• Variance‐Based Methods (2008) — 117 citations
• Dynare: Reference Manual Version 4 (2011) — 580 citations
• Introduction to Sensitivity Analysis (2008) — 306 citations