He bought the rope, and pd will only say so much to the public. They’ll tell the family.
From what has been revealed, there’s two really obvious likelihoods. Suicide, and auto erotic asphyxiation. With the rope just being wrapped around his neck and him not up in the air, I’m leaning towards the latter. Bet he was thinking the rope would unwind if he blacked out, but it didn’t.