Seminario di Gabriela Nodari
ORE 12.30 SALA SEMINARI – I° PIANO, PALAZZO LEVI CASES, VIA DEL SANTO 33
03.07.2017
Seminario di Gabriela Nodari, Reserve Bank of Australia
Density-based Estimator of Core/Periphery Network Structures
In this paper we propose a new estimator of core/periphery network structures. A new estimator is desirable because we show commonly- used estimators to be highly inaccurate when the density of the net- work is high relative to the true size of the core. Our density-based estimator is designed to overcome this problem and out-performs the commonly-used estimators in numerical simulations. These results have broad applicability to the network analysis literature.
We use our density-based estimator to analyse the Australian overnight interbank market, focusing on the 2007-08 financial crisis. Our results suggest that the crisis had a large and long-lasting impact on this market. In particular, we find that the typical core size fell from eight to five banks during the crisis, owing to large reductions in the lend- ing/borrowing relationships of some non-major banks. The crisis also led to a substantial reduction in the core’s exposure to the periphery, and an increase in the periphery’s lending to the core (consistent with models of precautionary liquidity demand).