Monitoring banking system connectedness with big data

A-Tier
Journal: Journal of Econometrics
Year: 2019
Volume: 212
Issue: 1
Pages: 203-220

Score contribution per author:

2.011 = (α=2.01 / 2 authors) × 2.0x A-tier

α: calibrated so average coauthorship-adjusted count equals average raw count

Abstract

In this paper, we propose a procedure that generates measures of connectedness between individual firms and for the system as a whole based on information observed only at the firm level; i.e., no explicit linkages are observed. We apply our procedure to large U.S. bank holding companies. We show how bank outcome variables of interest can be decomposed, including with mixed-frequency models, for network analysis to measure connectedness across firms. Network analysis of these decompositions produces measures that could be of use in financial stability monitoring as well as the analysis of individual firms’ linkages.

Technical Details

RePEc Handle
repec:eee:econom:v:212:y:2019:i:1:p:203-220
Journal Field
Econometrics
Author Count
2
Added to Database
2026-01-25