"We're grateful to the border officials at Lynden, Washington, for their excellent work in arresting a man we believe was armed and extremely dangerous, " Bob Hassel, superintendent of the Edmonton Police criminal investigations division, said in a statement.

CNN: Suspect in Canada killings caught at the border