Investigators went to the Intercontinental Hotel Tuesday night to speak with Bieber, but the singer was not there because management had asked him to leave due to an unrelated incident, Nunes said.
Bieber is scheduled to leave Brazil Wednesday for Paraguay.
The teen idol performed in Sao Paulo Saturday and in Rio de Janeiro the next day.