This study empirically re-examines fat tails in stock return distributions by applying statistical methods to an extensive dataset taken from the Korean stock market. The tails of the return distributions are shown to be much fatter in recent periods than in past periods and much fatter for small-capitalization stocks than for large-capitalization stocks. After controlling for the 1997 Korean foreign currency crisis and using the GARCH filter models to control for volatility clustering in the returns, the fat tails in the distribution of residuals are found to persist. We show that market crashes and volatility clustering may not sufficiently account for the existence of fat tails in return distributions. These findings are robust regardless of period or type of stock group.

Fat tails in financial return distributions revisited: Evidence from the Korean stock market / Eom, C.; Kaizoji, T.; Scalas, E.. - In: PHYSICA. A. - ISSN 0378-4371. - 526:(2019). [10.1016/j.physa.2019.121055]

Fat tails in financial return distributions revisited: Evidence from the Korean stock market

Scalas E.
2019

Abstract

This study empirically re-examines fat tails in stock return distributions by applying statistical methods to an extensive dataset taken from the Korean stock market. The tails of the return distributions are shown to be much fatter in recent periods than in past periods and much fatter for small-capitalization stocks than for large-capitalization stocks. After controlling for the 1997 Korean foreign currency crisis and using the GARCH filter models to control for volatility clustering in the returns, the fat tails in the distribution of residuals are found to persist. We show that market crashes and volatility clustering may not sufficiently account for the existence of fat tails in return distributions. These findings are robust regardless of period or type of stock group.
2019
Financial markets; Investments, Fat tails; Filter model; Market crash; Statistical probability; Volatility clustering
01 Pubblicazione su rivista::01a Articolo in rivista
Fat tails in financial return distributions revisited: Evidence from the Korean stock market / Eom, C.; Kaizoji, T.; Scalas, E.. - In: PHYSICA. A. - ISSN 0378-4371. - 526:(2019). [10.1016/j.physa.2019.121055]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1668024
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