Falco Bargagli Stoffi

SCHOLARLY PAPERS

5

DOWNLOADS

768

SSRN CITATIONS

4

CROSSREF CITATIONS

0

Scholarly Papers (5)

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 422 (128,681)
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 121 (421,902)
Citation 7

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 110 (453,112)

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 58 (661,111)

Abstract:

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machine learning, firm dynamics, innovation, firm performance

5.

What is essential is visible to the eye. Saliency in primary school ranking and its effect on academic achievements

Number of pages: 66 Posted: 28 Dec 2022 Last Revised: 18 Jan 2024
François-Xavier Ladant, Julien Hedou, Paolo Sestito and Falco Bargagli Stoffi
Harvard University, affiliation not provided to SSRN, Bank of Italy and Harvard University
Downloads 57 (666,577)

Abstract:

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Rank, Inequality, Education, Human Capital, Peer Effect