How do you get the footer to stay at the bottom of a Web page?

I have a simple 2-column layout with a footer that clears both the right and left div in my markup. My problem is that I can’t get the footer to stay at the bottom of the page in all browsers. It works if the content pushes the footer down, but that’s not always the case.