Hi Michael, welcome to the forum.
As WArio says, it's never been released on DVD (and a release isn't expected any time soon lol) but the video turns up now and again on ebay.
I wouldn't say it went for a pretty penny though, i'd be surprised if you had to pay more then a fiver.