I own a copy myself and it usually sits horizontal on top of other books on one shelf or on the floor next to some laserdiscs which have been moved off the book shelfs.
As for really large books, the largest I have is
The Stanley Kubrick Archives. It sits on my coffee table, the ideal place for a book of it's size and weight.
Here are some pictures of the book.