Even if I lived next door to an office where I had a private room and my teammates there I wouldn't want to go at all, for many reasons. Off the top of my head:

- Even without commute there's at least 30-45 minutes of preparation to be decent for the office,

- The office invariably doesn't have the setup that I want and have at home,

- People are able to come "bother" you all day long.

None of those are things I'm willing to put up with.