On the network topology of variance decompositions: Measuring the connectedness of financial firms (Reprinted from Journal of Econometrics, Vol 182, Issue 1, September 2014, Pages 119-134)

JOURNAL OF ECONOMETRICS(2023)

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摘要
We propose several connectedness measures built from pieces of variance decomposi-tions, and we argue that they provide natural and insightful measures of connectedness. 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 daily time-varying connectedness of major U.S. financial institutions' stock return volatilities in recent years, with emphasis on the financial crisis of 2007-2008. (c) 2023 Published by Elsevier B.V.
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关键词
Risk measurement, Risk management, Portfolio allocation, Market risk, Credit risk, Systemic risk, Asset markets, Degree distribution
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