Network Valuation in Financial Systems. Barucca, P., Bardoscia, M., Caccioli, F., D'Errico, M., Visentin, G., Caldarelli, G., & Battiston, S. Working Paper ssrn 2795583, 2016.
Network Valuation in Financial Systems [link]Paper  abstract   bibtex   
We introduce a network valuation model (hereafter NEVA) for the ex-ante valuation of claims among financial institutions connected in a network of liabilities. Similar to previous work, the new framework allows to endogenously determine the recovery rate on all claims upon the default of some institutions. In addition, it also allows to account for ex-ante uncertainty on the asset values, in particular the one arising when the valuation is carried out at some time before the maturity of the claims. The framework encompasses as special cases both the ex-post approaches of Eisenberg and Noe and its previous extensions, as well as the ex-ante approaches, in the sense that each of these models can be recovered exactly for special values of the parameters. We characterize the existence and uniqueness of the solutions of the valuation problem under general conditions on how the value of each claim depends on the equity of the counterparty. Further, we define an algorithm to carry out the network valuation and we provide sufficient conditions for convergence to the maximal solution.
@article{barucca2016valuation,
abstract = {We introduce a network valuation model (hereafter NEVA) for the ex-ante valuation of claims among financial institutions connected in a network of liabilities. Similar to previous work, the new framework allows to endogenously determine the recovery rate on all claims upon the default of some institutions. In addition, it also allows to account for ex-ante uncertainty on the asset values, in particular the one arising when the valuation is carried out at some time before the maturity of the claims. The framework encompasses as special cases both the ex-post approaches of Eisenberg and Noe and its previous extensions, as well as the ex-ante approaches, in the sense that each of these models can be recovered exactly for special values of the parameters. We characterize the existence and uniqueness of the solutions of the valuation problem under general conditions on how the value of each claim depends on the equity of the counterparty. Further, we define an algorithm to carry out the network valuation and we provide sufficient conditions for convergence to the maximal solution.},
archivePrefix = {arXiv},
arxivId = {1606.05164},
author = {Barucca, Paolo and Bardoscia, Marco and Caccioli, Fabio and D'Errico, Marco and Visentin, Gabriele and Caldarelli, Guido and Battiston, Stefano},
eprint = {1606.05164},
journal = {Working Paper ssrn 2795583},
keywords = {DOLFINS{\_}T1.4,DOLFINS{\_}T2.1,DOLFINS{\_}WP1,DOLFINS{\_}WP2,DOLFINS{\_}working{\_}paper},
mendeley-tags = {DOLFINS{\_}T1.4,DOLFINS{\_}T2.1,DOLFINS{\_}WP1,DOLFINS{\_}WP2,DOLFINS{\_}working{\_}paper},
pages = {1--16},
title = {{Network Valuation in Financial Systems}},
url = {https://papers.ssrn.com/sol3/papers.cfm?abstract{\_}id=2795583},
year = {2016}
}

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