Adopting the quantile regression model, this paper describes the positive relation between relative order imbalance and intraday futures returns. The positive connection is relatively stronger for lower quantiles of intraday futures returns than for higher quantiles. However, the connection...

Unlike previous studies that adopted price as the reference point in this paper we employ the adjusted order imbalance that relates to volume as a reference. We examine the relationship between a firm's characteristics and stock returns. Adjusted order imbalance, including trading direction of...