Massachusetts Gov. Deval Patrick has chosen one of the late Sen. Ted Kennedy’s closest friends and advisers, Paul G. Kirk, Jr., to temporarily fill the Senate seat left vacant by his death.

Kirk, a former Democratic Party chairman, paid tribute to Kennedy Thursday at a State House press conference announcing his appointment, by saying that he would be a “voice and vote” for the former senator’s causes and constituents...