Falco Bargagli Stoffi

SCHOLARLY PAPERS

4

DOWNLOADS

505

SSRN CITATIONS

2

CROSSREF CITATIONS

0

Scholarly Papers (4)

1.

Machine Learning for Zombie Hunting. Firms' Failures and Financial Constraints

Number of pages: 40 Posted: 30 Apr 2020 Last Revised: 26 May 2020
Falco Bargagli Stoffi, Massimo Riccaboni and Armando Rungi
Harvard University, KU Leuven - Department of Managerial Economics, Strategy, and Innovation and Scuola IMT Alti Studi Lucca
Downloads 315 (137,838)
Citation 1

Abstract:

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machine learning, Bayesian statistical learning, financial constraints, bankruptcy, zombie firms

2.

Heterogeneous Treatment and Spillover Effects Under Clustered Network Interference

Number of pages: 63 Posted: 15 Sep 2020 Last Revised: 17 Sep 2020
Falco Bargagli Stoffi, Costanza Tortù and Laura Forastiere
Harvard University, IMT School for Advanced Studies Lucca, AXES Lab and Yale University - Yale Institute for Network Science
Downloads 84 (410,920)
Citation 3

Abstract:

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causal inference; potential outcomes; interference; social networks; machine learning; heterogeneous effects

3.

Machine Learning for Zombie Hunting: Predicting Distress from Firms' Accounts and Missing Values

Number of pages: 39 Posted: 02 Apr 2022
Falco Bargagli Stoffi, Massimo Riccaboni and Armando Rungi
Harvard University, Scuola IMT Alti Studi Lucca and Scuola IMT Alti Studi Lucca
Downloads 75 (438,494)

Abstract:

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zombie firms, Machine Learning, Bayesian statistical learning, financial constraints, bankruptcy, missing data

4.

Supervised Learning for the Prediction of Firm Dynamics

Chapter in the Springer book: “Data Science for Economics and Finance: Methodologies and Applications”, co-edited by Sergio Consoli, Diego Reforgiato Recupero, Michaela Saisana.
Number of pages: 25 Posted: 22 Oct 2020
Falco Bargagli Stoffi
Harvard University
Downloads 31 (635,339)

Abstract:

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machine learning, firm dynamics, innovation, firm performance