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Lead–Lag Relationship Between Returns and Implied Moments: Evidence from KOSPI 200 Intraday Options Data

    https://doi.org/10.1142/S0219091517500175Cited by:1 (Source: Crossref)

    This study investigates whether a lead–lag relationship exists between the returns and the moments of the implied risk-neutral density (RND) in Korea Composite Stock Price Index (KOSPI) 200 spot, futures, and options markets. The empirical analysis suggests that although there is a bidirectional lead–lag relationship between the returns and the implied moments, the skewness and kurtosis of the implied RND Granger-cause the spot and futures returns more strongly than the returns do. In contrast, the implied volatility is shown to Granger-cause the returns less strongly than the returns do. In addition, this study shows that the lead–lag relationship strengthens when the spot market is exceptionally bullish or bearish.

    JEL Classifications: G14, G17