Seems to be available at Book Depository:

http://www.bookdepository.com/Complet ... her-Tolkien/9780007105083

Not sure if this is old stock that has turned up or a listing error.

Stu

Edit: Seems like this has been reprinted. The Tolkien.co.uk site also has it listed.