The network of US mutual funds is a heterogenous system and during GFC portfolios have become more diversified and less similar. We find that observed similarities are more likely than expected by chance and finite-size effects. Stress tests show that the real network is risky with respect to random scenarios to parity of portfolio diversification and that riskiness can be justified by hubs only partially. More generally, a systemic risk component originates from portfolio overlap independently of popular assets and diversification. We exploit deliberately simple random models that serve the purpose of performing a comparison of the observed similarities and measuring the effects of the topology and portfolio overlap on systemic fragility. Future work will be devoted to study realistic scenarios that take into account the actual availability of shares on the market as well as the the roles of the funds’ and companies’ sizes in shaping investment strategies and determining portfolio similarity.

Similarity and systemic risk in the network of mutual fund holdings / Delpini, D., Battiston, S., Caldarelli, G., Riccaboni, M.. - (2019), pp. 431-433. (COMPLEX NETWORKS 2019 Lisbona, Portogallo 10–12 dicembre, 2019).

Similarity and systemic risk in the network of mutual fund holdings

Danilo Delpini
;
2019-01-01

Abstract

The network of US mutual funds is a heterogenous system and during GFC portfolios have become more diversified and less similar. We find that observed similarities are more likely than expected by chance and finite-size effects. Stress tests show that the real network is risky with respect to random scenarios to parity of portfolio diversification and that riskiness can be justified by hubs only partially. More generally, a systemic risk component originates from portfolio overlap independently of popular assets and diversification. We exploit deliberately simple random models that serve the purpose of performing a comparison of the observed similarities and measuring the effects of the topology and portfolio overlap on systemic fragility. Future work will be devoted to study realistic scenarios that take into account the actual availability of shares on the market as well as the the roles of the funds’ and companies’ sizes in shaping investment strategies and determining portfolio similarity.
2019
Inglese
Cherifi, Hocine; Mendes, José Fernando; Rocha, Luis Mateus; Gaito, Sabrina; Moro, Esteban; Gonçalves-Sá, Joana; Santos, Francisco
COMPLEX NETWORKS 2019, THE 8TH INTERNATIONAL CONFERENCE ON COMPLEX NETWORKS AND THEIR APPLICATIONS
Contributo
COMPLEX NETWORKS 2019
431
433
3
978-2-9557050-3-2
https://www.complexnetworks.org
International Conference on Complex Networks & Their Applications
Esperti anonimi
No
10–12 dicembre, 2019
Lisbona, Portogallo
Internazionale
Financial networks, Systemic risk propagation, Mutual funds, Bipartite graphs
Sì
274
Delpini, Danilo; Battiston, Stefano; Caldarelli, Guido; Riccaboni, Massimo
4 Contributo in Atti di Convegno (Proceeding)::4.2 Abstract in Atti di convegno
4
info:eu-repo/semantics/conferenceObject
none
Similarity and systemic risk in the network of mutual fund holdings / Delpini, D., Battiston, S., Caldarelli, G., Riccaboni, M.. - (2019), pp. 431-433. (COMPLEX NETWORKS 2019 Lisbona, Portogallo 10–12 dicembre, 2019).
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11388/230737
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