Here's another book I liked as a kid.
The Monster at the End of This Book
by Jon Stone
I thought it was hilarious that Grover attempts to stop you from getting to the end of the book. This is a really fun book.
Now it comes as an app. My dad has it on his Ipad and my son thought it was hilarious too. I thought that this was a really fun app because the child can interact with the the story. My son had a lot of fun undoing all the things that Grover does to try to keep the pages from turning.