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Exploring the Nexus of Economics, Networks, and Business Analytics

Publications

​Matrix completion of world trade: an analysis of interpretability though Shapley values

2023

​A machine learning approach to economic complexity based on matrix completion

2022

On dispersion curve coloring for mechanical metafilters

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

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Conference Proceedings (Most recent)

Forecasting Innovative Cities with Matrix Completion

GEOINNO24, University of Manchester, 10-13 January 2024

Generalized economic complexity and forecasting competitiveness of global cities using machine learning

​Santa Fe 2023

Optimal data collection design in machine learning

Polimi 2023

The determinants of science-based green patents

DRUID 2023

Working/submitted papers

"The determinants of science-based green innovation"      

2023   

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"Innovation diffusion: a consumer theory approach"

2023    

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"A unified principal-agent theory on the price-volume agreement"

2022   

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"Assessing the Impact of COVID 19 on Trade: a Machine Learning Counterfactual Analysis"  (under review)

2022  

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"Ramsey pricing and price of molecules: estimating own and cross elasticities of active principles"

2022  

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