Arrests must be based on probable cause. While there is no simple test to define probable cause, the police must rely on what they believe to be good information.
MISDEMEANORS: Arrests can only be made for crimes which occur in the presence of the person making the arrest, or with a warrant. For this reason, shoplifting arrests are technically made by a store security guard. (The police actually effectuate the arrest.)