Islamic new year beginning in Muharram

I wonder, why does the Islamic new year start in the month of Muharram. As Muslims start their calendar with the immigration of the Holy Prophet from Mecca to Medina, known as Hijra, the first day of the year should be in the month (Rabbi ul Awwal) the Prophet left for Medina.