I've questioned the lack of driving experience as a risk factor since the pool of experienced driver excludes those who died becoming experienced.

Assuming someone has a certain (constant) probability of excluding himself from the driving pool every year, over time the average percentage will drop as folks most susceptible from excluding themselves will have already done so.