The aim of this paper is to develop a statistical model for explaining and forecasting the time series that contains Islamic Calendar effect, calendar variation is defined as a periodic and recurrent pattern with variation lenght period that usually caused by cultures and religions of people in a certain area. In Indonesia, the effect of the Eids holiday in many daily activities, such as transp…