Book purchased in iBook Store won't open

I purchased a book via iBook on my iPad, but when I try to open it, I get the following message:

"Cannot Open _____. It is formatted incorrectly, or is not a format that iBooks can open."

I would think that iBooks would only sell books that the app can open... How can I fix this issue?