Scholar

Federico Nutarelli

Google Scholar ID: 7AXx67oAAAAJ

IMT School for Advanced Studies Lucca

Technological changecausal inferencehealth economics

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Publications

1 items

2025

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Academic Achievements

Published multiple peer-reviewed papers, including:
— 'Matrix completion of world trade: an analysis of interpretability through Shapley values' (2023)
— 'A machine learning approach to economic complexity based on matrix completion' (2022)
— 'Optimal data collection design in machine learning: the case of the fixed effects generalized least squares panel data model' (2021)
— 'Optimal trade-off between sample size, the precision of supervision, and selection probabilities for the unbalanced fixed effects panel data model' (2020)
— 'On the trade-off between the number of examples and precision of supervision in machine-learning problems' (2019)
Several working and submitted papers, e.g., 'Learning Trade Opportunities through Production Network' (2024), 'Optimal pricing strategy for advanced therapies' (2021)
Presented research at international conferences including GEOINNO24 (University of Manchester), Santa Fe 2023, Polimi 2023, and DRUID 2023

Co-authors

6 total