Here you go:
http://www.the-bahamas-islands.com/immigration.html
There’s also more official looking websites with similar information.
Bare in mind if you are american, the USA taxes you on citizenship and not residency. In that case the best option would be St Kitts and Nevis. If you buy a house of $350 000 or more you can then buy a passport/citizenship for $35 000.