What island are they on?

I thought they were on Martha's Vineyard maybe

Channel Six News, they'll finger anything with a pulse!

I'm watching my first episode as I type this (here on IMDb right now to check and find out it's the fourth episode), and they say in the opening credit sequence, "On the isle of Martha's Vineyard lives a man...", even showing a computer animated old-time-style map of it.