As I mentioned above, that's definitely not the case in the outer boroughs of New York (Manhattan in some cases too, depending on where you are, though I don't know that for certain).
There have been weeks at a time where I've had to walk in the street because the sidewalks were just inaccessible or sheets of ice, which makes proximity to the train station all the more important.