I think a lot of people are exaggerating in this thread. Still, only 5% of New York drivers who are involved in a fatal crash with with a pedestrian are arrested, let alone convicted[1]. It seems that most of the time, there isn't much criminal liability.
[1] http://freakonomics.com/2014/05/01/the-perfect-crime-a-new-f...