http://www.sheldonbrown.com/free-k7.html
http://sheldonbrown.com/singlespeed.html
These should get you started. Yes, there's more to it than what you've done. If you want to do this as cheaply as possible get an old rear derailer and just dial up the limit screw to whatever gear you want to stay in. It won't look great but it will work.