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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)

Product recalls, market size and innovation in the pharmaceutical industry

DRUID 2022

The determinants of science-based green patents

Economic Innovation Cattolica 2023

Product recalls, market size and innovation in the pharmaceutical industry

Res. Policy 2022

Product recalls, market size and innovation in the pharmaceutical industry

ASSA 2022 (Health)

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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