TY - UNPD A1 - Billio, Monica A1 - Caporin, Massimiliano A1 - Frattarolo, Lorenzo A1 - Pelizzon, Loriana T1 - Networks in risk spillovers: A Multivariate GARCH Perspective T2 - SAFE working paper series ; No. 225 N2 - We propose a spatiotemporal approach for modeling risk spillovers using time-varying proximity matrices based on observable financial networks and introduce a new bilateral specification. We study covariance stationarity and identification of the model, and analyze consistency and asymptotic normality of the quasi-maximum-likelihood estimator. We show how to isolate risk channels and we discuss how to compute target exposure able to reduce system variance. An empirical analysis on Euro-area cross-country holdings shows that Italy and Ireland are key players in spreading risk, France and Portugal are the major risk receivers, and we uncover Spain's non-trivial role as risk middleman. T3 - SAFE working paper - 225 Y1 - 2018 UR - http://publikationen.ub.uni-frankfurt.de/frontdoor/index/index/docId/47237 UR - https://nbn-resolving.org/urn:nbn:de:hebis:30:3-472375 UR - https://ssrn.com/abstract=3239369 PB - SAFE CY - Frankfurt am Main ER -