Can Trading Volume Explain Persistence and Asymmetry of Return Volatility?
Can Trading Volume Explain Persistence and Asymmetry of Return Volatility?
강상훈(부산대학교); 윤성민(부산대학교)
20권 3호, 35~56쪽
초록
We investigated the relationship between return volatility and trading volume using 20 individual Korean stocks. Employing trading volume as a proxy for information arrival, the implications of volatility persistence and asymmetry were tested using the GARCH(1,1) and EGARCH(1,1) models. The empirical analysis shows that, although including trading volume in the GARCH and EGARCH models explains the persistence and asymmetry of conditional variances, the remaining ARCH effects are still present in the residuals of those models. These results do not support the implications of the volatility–volume relationship of the mixture of distribution hypothesis in the Korean stock market.
Abstract
We investigated the relationship between return volatility and trading volume using 20 individual Korean stocks. Employing trading volume as a proxy for information arrival, the implications of volatility persistence and asymmetry were tested using the GARCH(1,1) and EGARCH(1,1) models. The empirical analysis shows that, although including trading volume in the GARCH and EGARCH models explains the persistence and asymmetry of conditional variances, the remaining ARCH effects are still present in the residuals of those models. These results do not support the implications of the volatility–volume relationship of the mixture of distribution hypothesis in the Korean stock market.
- 발행기관:
- 한국재무학회
- 분류:
- 경영학