Do negative and positive equity returns share the same volatility dynamics?
Alessandro Palandri ()
Journal of Banking & Finance, 2015, vol. 58, issue C, 486-505
Abstract:
This paper investigates whether positive and negative returns share the same dynamic volatility process. The well established stylized facts on volatility persistence and asymmetric effects are re-examined in light of such dichotomy. To analyze the dynamics of down and up volatilities estimated from daily returns I use a bivariate generalization of the standard EGARCH model. As a robustness check, I also investigate various specifications of down and up realized measures estimated from high-frequency data. The empirical findings point to the existence of a marked diversity in the volatilities of positive and negative daily returns in terms of persistence and sensitivity to good and bad news. A simple forecasting exercise highlights the striking performance of the proposed approach even during the crisis period.
Keywords: Volatility; Contemporaneous asymmetry; GARCH; Realized variation (search for similar items in EconPapers)
JEL-codes: C1 C3 G1 (search for similar items in EconPapers)
Date: 2015
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Citations: View citations in EconPapers (12)
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Persistent link: https://EconPapers.repec.org/RePEc:eee:jbfina:v:58:y:2015:i:c:p:486-505
DOI: 10.1016/j.jbankfin.2015.05.017
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