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In a case like this, if the police are convinced and have evidence that the suspect was the actual criminal, they would normally mark it as closed by exception. That description can be applied to a lot of different causes for the case to go no further.

Of course, just because the police think of it as closed, there is no guarantee that someone else would not accept that and may still try to investigate and find other suspects.