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Network Realized GARCH--Itô Models: Volatility Spillovers with High-Frequency Identification

Song, Xinyu
arXiv (All) · Papers
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econometrics
We introduce a network realized GARCH-Itô model in which volatility transmission is a dynamic relation among the latent daily integrated volatilities of multiple assets. An unknown directed and signed network is embedded in a continuous-time variance process and appears in the resulting exponential
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