About the Authors

Stefania Vitali

Affiliations Department of Banking and Finance, University of Zurich, Zurich, Switzerland, Dipartimento di Scienze Economiche e Sociali, Università Politecnica delle Marche, Ancona, Italy

Stefano Battiston

stefano.battiston@.uzh

Affiliation Department of Banking and Finance, University of Zurich, Zurich, Switzerland

Competing Interests

The authors have declared that no competing interests exist.

Author Contributions

Conceived and designed the experiments: SB SV. Performed the experiments: SV SB. Analyzed the data: SV SB. Contributed reagents/materials/analysis tools: SV SB. Wrote the paper: SB SV.