Of course, the same applies to driving. Take out DUIs, excessive speeding, texting, etc. and the accident rate associated with driving goes way down as well.
And, on the flip side, it's unlikely that another plane is going to run into you but you're probably a lot more exposed to events out of your control such as unexpected weather (e.g. crosswinds) and mechanical failures with serious consequences in a plane than in a car.
What's more unpredictable: stupid human drivers, stupid robot drivers, complex mechanical machines, or weather? Who is John Galt?