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A Proxy-Free Alternative to the Diebold–Yilmaz Volatility Spillover Index

Authors: Kyongwook Choi; Namwon Hyung;

A Proxy-Free Alternative to the Diebold–Yilmaz Volatility Spillover Index

Abstract

Diebold and Yilmaz (2009) measure volatility spillovers using externally constructed volatility measures within a VAR framework. However, treating these noisy estimates as observed regressors introduces a generated-regressor problem. Furthermore, external proxies are susceptible to outliers and often unavailable for lower-frequency data, limiting the VAR approach. This paper proposes an alternative spillover index computed directly within a multivariate ECCC-GARCH framework, eliminating the need for external proxies. By modeling volatility dynamics internally, our approach provides a more robust and methodologically consistent measure. An application to G5 stock markets demonstrates that the proposed index is less sensitive to outliers and avoids the artificial spikes prevalent in proxy-based VAR models.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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