In this work, we consider corporate governance (CG) ties among companies from a multiple network perspective. Such a structure naturally arises from the close interrelation between the Shareholding network and the Board of Directors network. In order to capture the simultaneous effects of both networks on CG, we propose to model the CG multiple network structure via tensor analysis. In particular, we consider the TOPHITS model, based on the PARAFAC tensor decomposition, to show that tensor techniques can be successfully applied in this context. By providing some empirical results from the Italian financial market in the univariate case, we then show that a tensor–based multiple network approach can reveal important information.

Bonacina, F., D’Errico, M., Moretto, E., Stefani, S., Torriero, A., Zambruno, G. (2015). A multiple network approach to corporate governance. QUALITY & QUANTITY, 49(4), 1585-1595 [10.1007/s11135-014-0075-y].

A multiple network approach to corporate governance

Moretto, E;STEFANI, SILVANA;ZAMBRUNO, GIOVANNI
Ultimo
2015

Abstract

In this work, we consider corporate governance (CG) ties among companies from a multiple network perspective. Such a structure naturally arises from the close interrelation between the Shareholding network and the Board of Directors network. In order to capture the simultaneous effects of both networks on CG, we propose to model the CG multiple network structure via tensor analysis. In particular, we consider the TOPHITS model, based on the PARAFAC tensor decomposition, to show that tensor techniques can be successfully applied in this context. By providing some empirical results from the Italian financial market in the univariate case, we then show that a tensor–based multiple network approach can reveal important information.
Articolo in rivista - Articolo scientifico
Corporate governance; Multiple networks; Tensor analysis;
Corporate governance; Multiple networks; Tensor analysis; Statistics and Probability; Social Sciences (all)
English
1585
1595
11
Bonacina, F., D’Errico, M., Moretto, E., Stefani, S., Torriero, A., Zambruno, G. (2015). A multiple network approach to corporate governance. QUALITY & QUANTITY, 49(4), 1585-1595 [10.1007/s11135-014-0075-y].
Bonacina, F; D’Errico, M; Moretto, E; Stefani, S; Torriero, A; Zambruno, G
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10281/98948
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