Journal of Financial and Quantitative Analysis

Research Article

An Analytical Examination of the Intervaling Effect on Skewness and Other Moments

Gabriel A. Hawawini*

The purpose of this paper is to demonstrate mathematically that the skewness of securities' returns--the ratio of the third moment to the standard deviation cubed--is sensitive to the length of the differencing interval over which returns are measured. Empirical observations of this so-called intervaling effect on skewness have been reported in at least three articles in this Journal. There have been no attempts, however, to examine this effect analytically. The empirical evidence presented in the literature is often contradictory and remains unexplained because of a lack of an analytical insight into the causes of the intervaling effect.


* European Institute of Business Administration, (INSEAD), France. The author thanks an anonymous referee for helpful comments.