You can in some countries. However it must still be available in the iTunes store. Also, some movies are not available to redownload (depends on the studio). See http://support.apple.com/kb/ht2519 and http://support.apple.com/kb/HT5085.
The best thing to do is keep them to your iTunes library so you have a local copy.