And if Jake and Kevin are right, you could simply hit the Esc key to exit full screen, reveal the Menu bar, and quit normally.
Or, even in Full Screen mode (or normal screen), right click the iTunes icon in the Dock and click on Quit.
Or, use Command + Q, and iTunes will quit.
Ian