On the home screen, swipe left across the book's entry - a "delete" button (or an "archive" button) should pop up on the right.
You can delete items in a lot of apps using this method, mail messages, for example.
HTH,
Tracey
ETA - if you're using the large icons/covers instead of the list, you should tap-and-hold and a little "x" will appear.
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