Cheung, Stephen Yan LeungStephen Yan LeungCheungHo, R. Y. K.Cheung, D. W. W.2025-11-252025-11-251993https://repository.sfu.edu.hk/handle/sfu/5208Using 15-minute data on stock returns and trading volume on one of the most open markets in Asia-Hong Kong, it is found that the return series has both day-of-the-week and time-of-the-day effects while the volume series is dominated by the time-of-the-day effect. There exists a significantly positive relationship between the absolute returns and trading volume and the relationship is asymmetric in that the relationship is stronger for positive returns than for non-positive ones. It is also found that returns cause volume changes unidirectionally in the sense of Granger.enjournal article10.1016/0927-538X(93)90009-7