If we are doing random predictions based on scant evidence, mine is a professional hit. Neighbor said he heard 3 shots. If it was a "pop pop...pop", that's 2 in the body, 1 in the head. Professional assassin.
My prediction: time traveler. Guy goes back in time to prevent an unspeakable tragedy that happened in the future. The simplest solution to alter the course of human history was this attack. We'll never find the killer because as soon as his work was completed, he vaporized into the ether as his timeline was culled.