Cross-region comparison of volatility–return linkages in crisis windows (WTC summary)
| Index | GFC 2007_2009 | Euro debt 2010_2012 | China selloff 2015_16 | COVID 2020 | Ukraine energy 2022_23 |
|---|---|---|---|---|---|
| DJICA | H–L–AP | H–L–AP | H–S–IP | H–M–Mixed | H–L–AP |
| DJICHKU | NA–NA–NA | H–L–AP | H–L–AP | H–M–Mixed | H–M–IP |
| DJIJP | H–L–Mixed | H–M–AP | H–S–Mixed | H–M–Mixed | H–M–IP |
| DJIMIND | NA–NA–NA | H–L–Mixed | H–M–AP | H–M–AP | H–L–AP |
| DJIMKW | H–L–Mixed | H–L–AP | H–L–AP | H–M–AP | H–L–AP |
| DJMY25D | NA–NA–NA | H–S–AP | H–L–Mixed | H–L–AP | H–S–IP |
| DJIMTR | H–L–AP | H–S–AP | H–S–Mixed | H–M–AP | H–M–Mixed |
| DJIUK | H–L–AP | H–L–AP | H–L–Mixed | H–L–AP | H–S–IP |
| IMUS | H–L–AP | H–L–AP | H–L–Mixed | H–L–AP | H–M–AP |
| Index | GFC 2007_2009 | Euro debt 2010_2012 | China selloff 2015_16 | COVID 2020 | Ukraine energy 2022_23 |
|---|---|---|---|---|---|
| DJICA | H–L–AP | H–L–AP | H–S–IP | H–M–Mixed | H–L–AP |
| DJICHKU | NA–NA–NA | H–L–AP | H–L–AP | H–M–Mixed | H–M–IP |
| DJIJP | H–L–Mixed | H–M–AP | H–S–Mixed | H–M–Mixed | H–M–IP |
| DJIMIND | NA–NA–NA | H–L–Mixed | H–M–AP | H–M–AP | H–L–AP |
| DJIMKW | H–L–Mixed | H–L–AP | H–L–AP | H–M–AP | H–L–AP |
| DJMY25D | NA–NA–NA | H–S–AP | H–L–Mixed | H–L–AP | H–S–IP |
| DJIMTR | H–L–AP | H–S–AP | H–S–Mixed | H–M–AP | H–M–Mixed |
| DJIUK | H–L–AP | H–L–AP | H–L–Mixed | H–L–AP | H–S–IP |
| IMUS | H–L–AP | H–L–AP | H–L–Mixed | H–L–AP | H–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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