Van Persie, 21, was arrested on Monday and can be held for a maximum of three days without a formal charge.
The incident allegedly happened over the weekend.
Van Persie, born in Rotterdam, was in the Dutch national squad for World Cup qualifiers against Romania and Finland this month. He joined Arsenal last year from Feyenoord.