The study looked at whether there are seasonal patterns in the Istanbul Stock Exchange between 2003-2012. They examined different effects like intra-day, day of the week, January, intra-month, turn of the month, turn of the year, and holiday effects. Using the least squares method, they found evidence of intra-day and day of the week effects during this period.