Fragmentation, integration and macroprudential surveillance of the US financial industry: Insights from network science
Y\'erali Gandica,
Marco Valerio Geraci,
Sophie B\'ereau and
Jean-Yves Gnabo
Papers from arXiv.org
Abstract:
Drawing on recent contributions inferring financial interconnectedness from market data, our paper provides new insights on the evolution of the US financial industry over a long period of time by using several tools coming from network science. Following [1] a Time-Varying Parameter Vector AutoRegressive (TVP-VAR) approach on stock market returns to retrieve unobserved directed links among financial institutions, we reconstruct a fully dynamic network in the sense that connections are let to evolve through time. The financial system analysed consists of a large set of $155$ financial institutions that are all the banks, broker-dealers, insurance and real estate companies listed in the Standard & Poor's $500$ index over the period $1993 - 2014$. Looking alternatively at the individual, then sector-, community- and system-wide levels, we show that network science's tools are able to support well known features of the financial markets such as the dramatic fall of connectivity following Lehman Brothers' collapse. More importantly, by means of less traditional metrics, such as sectoral interface or measurements based on contagion processes, our results document the co-existence of both fragmentation and integration phases between firms independently from the sector they belong to, and in doing so, question the relevance of existing macroprudential surveillance frameworks which have been mostly developed on a sectoral basis. Overall, our results improve our understanding of the US financial landscape and may have important implications for risk monitoring as well as macroprudential policy design.
Date: 2017-07, Revised 2018-01
References: View references in EconPapers View complete reference list from CitEc
Citations: View citations in EconPapers (3)
Downloads: (external link)
http://arxiv.org/pdf/1707.00296 Latest version (application/pdf)
Related works:
Journal Article: Fragmentation, integration and macroprudential surveillance of the US financial industry: Insights from network science (2018) 
This item may be available elsewhere in EconPapers: Search for items with the same title.
Export reference: BibTeX
RIS (EndNote, ProCite, RefMan)
HTML/Text
Persistent link: https://EconPapers.repec.org/RePEc:arx:papers:1707.00296
Access Statistics for this paper
More papers in Papers from arXiv.org
Bibliographic data for series maintained by arXiv administrators ().