This is how we do in my group:
The player rolls his dice.
He can then choose to keep it or letting the DM roll for him.
If he chooses the DM roll, he keeps it, whatever it is.
We tend to get above average results, but it has happened that the fighter, who rolled a 5, gets greedy, chooses de...