Does the Statute of Limitation apply if you're out of jurisdiction?

Let's say an individual commits a crime in the U.S. and the statute of limitations is three years. If that individual flees to neighboring Canada before charges are pressed will the statute still apply or will he have to return to the U.S. before it starts to count down.