Table 5

Cross-region comparison of volatility–return linkages in crisis windows (WTC summary)

IndexGFC 2007_2009Euro debt 2010_2012China selloff 2015_16COVID 2020Ukraine energy 2022_23
DJICAH–L–APH–L–APH–S–IPH–M–MixedH–L–AP
DJICHKUNA–NA–NAH–L–APH–L–APH–M–MixedH–M–IP
DJIJPH–L–MixedH–M–APH–S–MixedH–M–MixedH–M–IP
DJIMINDNA–NA–NAH–L–MixedH–M–APH–M–APH–L–AP
DJIMKWH–L–MixedH–L–APH–L–APH–M–APH–L–AP
DJMY25DNA–NA–NAH–S–APH–L–MixedH–L–APH–S–IP
DJIMTRH–L–APH–S–APH–S–MixedH–M–APH–M–Mixed
DJIUKH–L–APH–L–APH–L–MixedH–L–APH–S–IP
IMUSH–L–APH–L–APH–L–MixedH–L–APH–M–AP

Note(s): Each cell reports Strength-Horizon-Phase for the volatility-return relationship within the relevant crisis window. Strength is coded as H (high), M (medium), L (low), and NA (no significant coherence). Horizon refers to the dominant period band: S (2–16 trading days), M (16–64), and L (64–256). Phase indicates IP (in-phase), AP (anti-phase), or Mixed

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