Run virtual machines without a host

I know that I can have virtualization software (Virtual Box, Virtual PC) running on Ubuntu or Windows and run guest operating systems in it. Is it possible to run virtual machines without a host OS?

Thanks in advance. I am not very familiar with virtualization. Sorry if it is a basic question. I couldn't find an answer on Google. If you can point me to something free that would be great!