The statement mentioned above is true.
Federal government refers to sharing and distributions of the authority and responsibilities between the central and the state government in any country.
The supremacy clause permits the federal government of the United States to exercise general police powers within a state to prosecute thieves, robbers, murderers and other culprits even if there is no connection between the crimes and the federal government.
Therefore, it can be concluded that the above statement mentioned in the question is true.
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