My personal opinion is hill billy's originate from families or persons who live and grow up in remote parts of the country. These people or families are without the necessities such as running water,...
Mostly, they don't marry relatives, but in a small, relatively isolated community, the options for marriage partners are limited and sometimes cousin marriages occur.