Abstract - On the Network Topology of Variance Decompositions: Measuring the Connectedness of Financial Firms
We propose several connectedness measures built from pieces
of variance decompositions, and we argue that they provide natural and
insightful measures of connectedness amongfinancial asset returns
and volatilities. We also show that variance decompositions define
weighted, directed networks, so that our connectedness measures are
intimately-related to key measures of connectedness used in the
network literature. Building on these insights, we track both average
and daily time-varying connectedness of major U.S. financial
institutions' stock return volatilities in recent years, including
during thefinancial crisis of 2007-2008.
Speaker: Frank Diebold |
Affiliation: University of Pennsylvania |
Date: 27.Sep 2011 |